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authorClyne Sullivan <clyne@bitgloo.com>2025-01-29 21:34:25 -0500
committerClyne Sullivan <clyne@bitgloo.com>2025-01-29 21:34:25 -0500
commit5b81bc8ccbd342b8566d88fc9f17a73aec03b5b6 (patch)
treecc57486912cfa74c6440d8b97c28f451ec787d78 /Drivers/CMSIS/DSP/Source/BasicMathFunctions
initial commit
Diffstat (limited to 'Drivers/CMSIS/DSP/Source/BasicMathFunctions')
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/BasicMathFunctions.c87
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/BasicMathFunctionsF16.c37
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/CMakeLists.txt41
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_f16.c198
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_f32.c196
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_f64.c74
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_q15.c178
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_q31.c208
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_q7.c180
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_f16.c169
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_f32.c199
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_f64.c75
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_q15.c176
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_q31.c159
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_q7.c159
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_and_u16.c137
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_and_u32.c129
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_and_u8.c130
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_f16.c141
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_f32.c144
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_q15.c134
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_q31.c134
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_q7.c134
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_f16.c184
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_f32.c228
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_f64.c78
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_q15.c172
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_q31.c174
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_q7.c191
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_f16.c171
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_f32.c200
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_f64.c75
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_q15.c192
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_q31.c168
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_q7.c168
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_f16.c166
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_f32.c192
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_f64.c73
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_q15.c171
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_q31.c178
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_q7.c171
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_not_u16.c130
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_not_u32.c122
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_not_u8.c122
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_f16.c170
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_f32.c196
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_f64.c75
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_q15.c168
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_q31.c159
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_q7.c162
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_or_u16.c137
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_or_u32.c128
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_or_u8.c128
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_f16.c183
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_f32.c216
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_f64.c75
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_q15.c201
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_q31.c244
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_q7.c186
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_shift_q15.c251
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_shift_q31.c232
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_shift_q7.c225
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_f16.c171
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_f32.c202
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_f64.c75
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_q15.c178
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_q31.c159
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_q7.c158
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_xor_u16.c137
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_xor_u32.c129
-rw-r--r--Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_xor_u8.c129
71 files changed, 11019 insertions, 0 deletions
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/BasicMathFunctions.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/BasicMathFunctions.c
new file mode 100644
index 0000000..7ade747
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/BasicMathFunctions.c
@@ -0,0 +1,87 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: BasicMathFunctions.c
+ * Description: Combination of all basic math function source files.
+ *
+ * $Date: 16. March 2020
+ * $Revision: V1.1.0
+ *
+ * Target Processor: Cortex-M cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2019-2020 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "arm_abs_f32.c"
+#include "arm_abs_f64.c"
+#include "arm_abs_q15.c"
+#include "arm_abs_q31.c"
+#include "arm_abs_q7.c"
+#include "arm_add_f32.c"
+#include "arm_add_f64.c"
+#include "arm_add_q15.c"
+#include "arm_add_q31.c"
+#include "arm_add_q7.c"
+#include "arm_and_u16.c"
+#include "arm_and_u32.c"
+#include "arm_and_u8.c"
+#include "arm_dot_prod_f32.c"
+#include "arm_dot_prod_f64.c"
+#include "arm_dot_prod_q15.c"
+#include "arm_dot_prod_q31.c"
+#include "arm_dot_prod_q7.c"
+#include "arm_mult_f32.c"
+#include "arm_mult_f64.c"
+#include "arm_mult_q15.c"
+#include "arm_mult_q31.c"
+#include "arm_mult_q7.c"
+#include "arm_negate_f32.c"
+#include "arm_negate_f64.c"
+#include "arm_negate_q15.c"
+#include "arm_negate_q31.c"
+#include "arm_negate_q7.c"
+#include "arm_not_u16.c"
+#include "arm_not_u32.c"
+#include "arm_not_u8.c"
+#include "arm_offset_f32.c"
+#include "arm_offset_f64.c"
+#include "arm_offset_q15.c"
+#include "arm_offset_q31.c"
+#include "arm_offset_q7.c"
+#include "arm_or_u16.c"
+#include "arm_or_u32.c"
+#include "arm_or_u8.c"
+#include "arm_scale_f32.c"
+#include "arm_scale_f64.c"
+#include "arm_scale_q15.c"
+#include "arm_scale_q31.c"
+#include "arm_scale_q7.c"
+#include "arm_shift_q15.c"
+#include "arm_shift_q31.c"
+#include "arm_shift_q7.c"
+#include "arm_sub_f32.c"
+#include "arm_sub_f64.c"
+#include "arm_sub_q15.c"
+#include "arm_sub_q31.c"
+#include "arm_sub_q7.c"
+#include "arm_xor_u16.c"
+#include "arm_xor_u32.c"
+#include "arm_xor_u8.c"
+#include "arm_clip_f32.c"
+#include "arm_clip_q31.c"
+#include "arm_clip_q15.c"
+#include "arm_clip_q7.c"
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/BasicMathFunctionsF16.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/BasicMathFunctionsF16.c
new file mode 100644
index 0000000..f185db4
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/BasicMathFunctionsF16.c
@@ -0,0 +1,37 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: BasicMathFunctionsF16.c
+ * Description: Combination of all basic math function f16 source files.
+ *
+ * $Date: 20. April 2020
+ * $Revision: V1.1.0
+ *
+ * Target Processor: Cortex-M cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2019-2020 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "arm_abs_f16.c"
+#include "arm_add_f16.c"
+#include "arm_dot_prod_f16.c"
+#include "arm_mult_f16.c"
+#include "arm_negate_f16.c"
+#include "arm_offset_f16.c"
+#include "arm_scale_f16.c"
+#include "arm_sub_f16.c"
+#include "arm_clip_f16.c"
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/CMakeLists.txt b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/CMakeLists.txt
new file mode 100644
index 0000000..37802a8
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/CMakeLists.txt
@@ -0,0 +1,41 @@
+cmake_minimum_required (VERSION 3.14)
+
+project(CMSISDSPBasicMath)
+
+include(configLib)
+include(configDsp)
+
+file(GLOB SRCF64 "./*_f64.c")
+file(GLOB SRCF32 "./*_f32.c")
+file(GLOB SRCF16 "./*_f16.c")
+file(GLOB SRCQ31 "./*_q31.c")
+file(GLOB SRCQ15 "./*_q15.c")
+file(GLOB SRCQ7 "./*_q7.c")
+
+file(GLOB SRCU32 "./*_u32.c")
+file(GLOB SRCU16 "./*_u16.c")
+file(GLOB SRCU8 "./*_u8.c")
+
+add_library(CMSISDSPBasicMath STATIC ${SRCF64})
+target_sources(CMSISDSPBasicMath PRIVATE ${SRCF32})
+
+if ((NOT ARMAC5) AND (NOT DISABLEFLOAT16))
+target_sources(CMSISDSPBasicMath PRIVATE ${SRCF16})
+endif()
+
+target_sources(CMSISDSPBasicMath PRIVATE ${SRCQ31})
+target_sources(CMSISDSPBasicMath PRIVATE ${SRCQ15})
+target_sources(CMSISDSPBasicMath PRIVATE ${SRCQ7})
+
+target_sources(CMSISDSPBasicMath PRIVATE ${SRCU32})
+target_sources(CMSISDSPBasicMath PRIVATE ${SRCU16})
+target_sources(CMSISDSPBasicMath PRIVATE ${SRCU8})
+
+configLib(CMSISDSPBasicMath ${ROOT})
+configDsp(CMSISDSPBasicMath ${ROOT})
+
+### Includes
+target_include_directories(CMSISDSPBasicMath PUBLIC "${DSP}/Include")
+
+
+
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_f16.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_f16.c
new file mode 100644
index 0000000..0d6568b
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_f16.c
@@ -0,0 +1,198 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_abs_f16.c
+ * Description: Floating-point vector absolute value
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions_f16.h"
+#include <math.h>
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicAbs Vector Absolute Value
+
+ Computes the absolute value of a vector on an element-by-element basis.
+
+ <pre>
+ pDst[n] = abs(pSrc[n]), 0 <= n < blockSize.
+ </pre>
+
+ The functions support in-place computation allowing the source and
+ destination pointers to reference the same memory buffer.
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicAbs
+ @{
+ */
+
+/**
+ @brief Floating-point vector absolute value.
+ @param[in] pSrc points to the input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+
+#if defined(ARM_MATH_MVE_FLOAT16) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_abs_f16(
+ const float16_t * pSrc,
+ float16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ f16x8_t vec1;
+ f16x8_t res;
+
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 3U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute values and then store the results in the destination buffer. */
+ vec1 = vld1q(pSrc);
+ res = vabsq(vec1);
+ vst1q(pDst, res);
+
+ /* Increment pointers */
+ pSrc += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x7;
+
+
+ if (blkCnt > 0U)
+ {
+ /* C = |A| */
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vec1 = vld1q(pSrc);
+ vstrhq_p(pDst, vabsq(vec1), p0);
+ }
+
+}
+
+#else
+#if defined(ARM_FLOAT16_SUPPORTED)
+void arm_abs_f16(
+ const float16_t * pSrc,
+ float16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_NEON_FLOAT16) && !defined(ARM_MATH_AUTOVECTORIZE)
+ f16x8_t vec1;
+ f16x8_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute values and then store the results in the destination buffer. */
+ vec1 = vld1q_f16(pSrc);
+ res = vabsq_f16(vec1);
+ vst1q_f16(pDst, res);
+
+ /* Increment pointers */
+ pSrc += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+#else
+#if defined (ARM_MATH_LOOPUNROLL) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute and store result in destination buffer. */
+ *pDst++ = (_Float16)fabsf((float32_t)*pSrc++);
+
+ *pDst++ = (_Float16)fabsf((float32_t)*pSrc++);
+
+ *pDst++ = (_Float16)fabsf((float32_t)*pSrc++);
+
+ *pDst++ = (_Float16)fabsf((float32_t)*pSrc++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+#endif /* #if defined(ARM_MATH_NEON) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute and store result in destination buffer. */
+ *pDst++ = (_Float16)fabsf((float32_t)*pSrc++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_FLOAT16_SUPPORTED */
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+/**
+ @} end of BasicAbs group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_f32.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_f32.c
new file mode 100644
index 0000000..1e67f4e
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_f32.c
@@ -0,0 +1,196 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_abs_f32.c
+ * Description: Floating-point vector absolute value
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+#include <math.h>
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicAbs Vector Absolute Value
+
+ Computes the absolute value of a vector on an element-by-element basis.
+
+ <pre>
+ pDst[n] = abs(pSrc[n]), 0 <= n < blockSize.
+ </pre>
+
+ The functions support in-place computation allowing the source and
+ destination pointers to reference the same memory buffer.
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicAbs
+ @{
+ */
+
+/**
+ @brief Floating-point vector absolute value.
+ @param[in] pSrc points to the input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+
+#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_abs_f32(
+ const float32_t * pSrc,
+ float32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ f32x4_t vec1;
+ f32x4_t res;
+
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute values and then store the results in the destination buffer. */
+ vec1 = vld1q(pSrc);
+ res = vabsq(vec1);
+ vst1q(pDst, res);
+
+ /* Increment pointers */
+ pSrc += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+
+ if (blkCnt > 0U)
+ {
+ /* C = |A| */
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vec1 = vld1q(pSrc);
+ vstrwq_p(pDst, vabsq(vec1), p0);
+ }
+
+}
+
+#else
+void arm_abs_f32(
+ const float32_t * pSrc,
+ float32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ f32x4_t vec1;
+ f32x4_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute values and then store the results in the destination buffer. */
+ vec1 = vld1q_f32(pSrc);
+ res = vabsq_f32(vec1);
+ vst1q_f32(pDst, res);
+
+ /* Increment pointers */
+ pSrc += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+#else
+#if defined (ARM_MATH_LOOPUNROLL) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute and store result in destination buffer. */
+ *pDst++ = fabsf(*pSrc++);
+
+ *pDst++ = fabsf(*pSrc++);
+
+ *pDst++ = fabsf(*pSrc++);
+
+ *pDst++ = fabsf(*pSrc++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+#endif /* #if defined(ARM_MATH_NEON) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute and store result in destination buffer. */
+ *pDst++ = fabsf(*pSrc++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+/**
+ @} end of BasicAbs group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_f64.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_f64.c
new file mode 100644
index 0000000..04a79f7
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_f64.c
@@ -0,0 +1,74 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_abs_f64.c
+ * Description: Floating-point vector absolute value
+ *
+ * $Date: 13 September 2021
+ * $Revision: V1.10.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+#include <math.h>
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicAbs
+ @{
+ */
+
+/**
+ @brief Floating-point vector absolute value.
+ @param[in] pSrc points to the input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_abs_f64(
+ const float64_t * pSrc,
+ float64_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute and store result in destination buffer. */
+ *pDst++ = fabs(*pSrc++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+
+/**
+ @} end of BasicAbs group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_q15.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_q15.c
new file mode 100644
index 0000000..7c38ef5
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_q15.c
@@ -0,0 +1,178 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_abs_q15.c
+ * Description: Q15 vector absolute value
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicAbs
+ @{
+ */
+
+/**
+ @brief Q15 vector absolute value.
+ @param[in] pSrc points to the input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ The Q15 value -1 (0x8000) will be saturated to the maximum allowable positive value 0x7FFF.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_abs_q15(
+ const q15_t * pSrc,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q15x8_t vecSrc;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = |A|
+ * Calculate absolute and then store the results in the destination buffer.
+ */
+ vecSrc = vld1q(pSrc);
+ vst1q(pDst, vqabsq(vecSrc));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrc += 8;
+ pDst += 8;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 7;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vstrhq_p(pDst, vqabsq(vecSrc), p0);
+ }
+}
+
+#else
+void arm_abs_q15(
+ const q15_t * pSrc,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ q15_t in; /* Temporary input variable */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute of input (if -1 then saturated to 0x7fff) and store result in destination buffer. */
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q15_t)__QSUB16(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == (q15_t) 0x8000) ? 0x7fff : -in);
+#endif
+
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q15_t)__QSUB16(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == (q15_t) 0x8000) ? 0x7fff : -in);
+#endif
+
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q15_t)__QSUB16(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == (q15_t) 0x8000) ? 0x7fff : -in);
+#endif
+
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q15_t)__QSUB16(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == (q15_t) 0x8000) ? 0x7fff : -in);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute of input (if -1 then saturated to 0x7fff) and store result in destination buffer. */
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q15_t)__QSUB16(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == (q15_t) 0x8000) ? 0x7fff : -in);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicAbs group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_q31.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_q31.c
new file mode 100644
index 0000000..7043aa0
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_q31.c
@@ -0,0 +1,208 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_abs_q31.c
+ * Description: Q31 vector absolute value
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicAbs
+ @{
+ */
+
+/**
+ @brief Q31 vector absolute value.
+ @param[in] pSrc points to the input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ The Q31 value -1 (0x80000000) will be saturated to the maximum allowable positive value 0x7FFFFFFF.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_abs_q31(
+ const q31_t * pSrc,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counters */
+ q31x4_t vecSrc;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2;
+
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = |A|
+ * Calculate absolute and then store the results in the destination buffer.
+ */
+ vecSrc = vld1q(pSrc);
+ vst1q(pDst, vqabsq(vecSrc));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * Advance vector source and destination pointers
+ */
+ pSrc += 4;
+ pDst += 4;
+ }
+ /*
+ * Tail
+ */
+ blkCnt = blockSize & 3;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vstrwq_p(pDst, vqabsq(vecSrc), p0);
+ }
+}
+
+#else
+void arm_abs_q31(
+ const q31_t * pSrc,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ q31_t in; /* Temporary variable */
+
+#if defined(ARM_MATH_NEON)
+ int32x4_t vec1;
+ int32x4_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+ /* Calculate absolute and then store the results in the destination buffer. */
+
+ vec1 = vld1q_s32(pSrc);
+ res = vqabsq_s32(vec1);
+ vst1q_s32(pDst, res);
+
+ /* Increment pointers */
+ pSrc += 4;
+ pDst += 4;
+
+ /* Decrement the blockSize loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+#else
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute of input (if -1 then saturated to 0x7fffffff) and store result in destination buffer. */
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q31_t)__QSUB(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == INT32_MIN) ? INT32_MAX : -in);
+#endif
+
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q31_t)__QSUB(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == INT32_MIN) ? INT32_MAX : -in);
+#endif
+
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q31_t)__QSUB(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == INT32_MIN) ? INT32_MAX : -in);
+#endif
+
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q31_t)__QSUB(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == INT32_MIN) ? INT32_MAX : -in);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+#endif /* #if defined (ARM_MATH_NEON) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute of input (if -1 then saturated to 0x7fffffff) and store result in destination buffer. */
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q31_t)__QSUB(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == INT32_MIN) ? INT32_MAX : -in);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* #if defined (ARM_MATH_MVEI) */
+/**
+ @} end of BasicAbs group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_q7.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_q7.c
new file mode 100644
index 0000000..bd79582
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_abs_q7.c
@@ -0,0 +1,180 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_abs_q7.c
+ * Description: Q7 vector absolute value
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicAbs
+ @{
+ */
+
+/**
+ @brief Q7 vector absolute value.
+ @param[in] pSrc points to the input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Conditions for optimum performance
+ Input and output buffers should be aligned by 32-bit
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ The Q7 value -1 (0x80) will be saturated to the maximum allowable positive value 0x7F.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_abs_q7(
+ const q7_t * pSrc,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q7x16_t vecSrc;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = |A|
+ * Calculate absolute and then store the results in the destination buffer.
+ */
+ vecSrc = vld1q(pSrc);
+ vst1q(pDst, vqabsq(vecSrc));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrc += 16;
+ pDst += 16;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 0xF;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp8q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vstrbq_p(pDst, vqabsq(vecSrc), p0);
+ }
+}
+
+#else
+void arm_abs_q7(
+ const q7_t * pSrc,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ q7_t in; /* Temporary input variable */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute of input (if -1 then saturated to 0x7f) and store result in destination buffer. */
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q7_t)__QSUB8(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == (q7_t) 0x80) ? (q7_t) 0x7f : -in);
+#endif
+
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q7_t)__QSUB8(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == (q7_t) 0x80) ? (q7_t) 0x7f : -in);
+#endif
+
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q7_t)__QSUB8(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == (q7_t) 0x80) ? (q7_t) 0x7f : -in);
+#endif
+
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q7_t)__QSUB8(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == (q7_t) 0x80) ? (q7_t) 0x7f : -in);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute of input (if -1 then saturated to 0x7f) and store result in destination buffer. */
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (in > 0) ? in : (q7_t) __QSUB8(0, in);
+#else
+ *pDst++ = (in > 0) ? in : ((in == (q7_t) 0x80) ? (q7_t) 0x7f : -in);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicAbs group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_f16.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_f16.c
new file mode 100644
index 0000000..2b2ae8f
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_f16.c
@@ -0,0 +1,169 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_add_f16.c
+ * Description: Floating-point vector addition
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions_f16.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicAdd Vector Addition
+
+ Element-by-element addition of two vectors.
+
+ <pre>
+ pDst[n] = pSrcA[n] + pSrcB[n], 0 <= n < blockSize.
+ </pre>
+
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicAdd
+ @{
+ */
+
+/**
+ @brief Floating-point vector addition.
+ @param[in] pSrcA points to first input vector
+ @param[in] pSrcB points to second input vector
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+#if defined(ARM_MATH_MVE_FLOAT16) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_add_f16(
+ const float16_t * pSrcA,
+ const float16_t * pSrcB,
+ float16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ f16x8_t vec1;
+ f16x8_t vec2;
+ f16x8_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 3U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and then store the results in the destination buffer. */
+ vec1 = vld1q(pSrcA);
+ vec2 = vld1q(pSrcB);
+ res = vaddq(vec1, vec2);
+ vst1q(pDst, res);
+
+ /* Increment pointers */
+ pSrcA += 8;
+ pSrcB += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x7;
+
+ if (blkCnt > 0U)
+ {
+ /* C = A + B */
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vec1 = vld1q(pSrcA);
+ vec2 = vld1q(pSrcB);
+ vstrhq_p(pDst, vaddq(vec1,vec2), p0);
+ }
+
+}
+
+#else
+#if defined(ARM_FLOAT16_SUPPORTED)
+void arm_add_f16(
+ const float16_t * pSrcA,
+ const float16_t * pSrcB,
+ float16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and store result in destination buffer. */
+ *pDst++ = (_Float16)(*pSrcA++) + (_Float16)(*pSrcB++);
+ *pDst++ = (_Float16)(*pSrcA++) + (_Float16)(*pSrcB++);
+ *pDst++ = (_Float16)(*pSrcA++) + (_Float16)(*pSrcB++);
+ *pDst++ = (_Float16)(*pSrcA++) + (_Float16)(*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and store result in destination buffer. */
+ *pDst++ = (_Float16)(*pSrcA++) + (_Float16)(*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_FLOAT16_SUPPORTED) */
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+/**
+ @} end of BasicAdd group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_f32.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_f32.c
new file mode 100644
index 0000000..9741e4a
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_f32.c
@@ -0,0 +1,199 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_add_f32.c
+ * Description: Floating-point vector addition
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicAdd Vector Addition
+
+ Element-by-element addition of two vectors.
+
+ <pre>
+ pDst[n] = pSrcA[n] + pSrcB[n], 0 <= n < blockSize.
+ </pre>
+
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicAdd
+ @{
+ */
+
+/**
+ @brief Floating-point vector addition.
+ @param[in] pSrcA points to first input vector
+ @param[in] pSrcB points to second input vector
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_add_f32(
+ const float32_t * pSrcA,
+ const float32_t * pSrcB,
+ float32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ f32x4_t vec1;
+ f32x4_t vec2;
+ f32x4_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and then store the results in the destination buffer. */
+ vec1 = vld1q(pSrcA);
+ vec2 = vld1q(pSrcB);
+ res = vaddq(vec1, vec2);
+ vst1q(pDst, res);
+
+ /* Increment pointers */
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+ if (blkCnt > 0U)
+ {
+ /* C = A + B */
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vec1 = vld1q(pSrcA);
+ vec2 = vld1q(pSrcB);
+ vstrwq_p(pDst, vaddq(vec1,vec2), p0);
+ }
+
+}
+
+#else
+void arm_add_f32(
+ const float32_t * pSrcA,
+ const float32_t * pSrcB,
+ float32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ f32x4_t vec1;
+ f32x4_t vec2;
+ f32x4_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and then store the results in the destination buffer. */
+ vec1 = vld1q_f32(pSrcA);
+ vec2 = vld1q_f32(pSrcB);
+ res = vaddq_f32(vec1, vec2);
+ vst1q_f32(pDst, res);
+
+ /* Increment pointers */
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+#else
+#if defined (ARM_MATH_LOOPUNROLL) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and store result in destination buffer. */
+ *pDst++ = (*pSrcA++) + (*pSrcB++);
+ *pDst++ = (*pSrcA++) + (*pSrcB++);
+ *pDst++ = (*pSrcA++) + (*pSrcB++);
+ *pDst++ = (*pSrcA++) + (*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+#endif /* #if defined(ARM_MATH_NEON) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and store result in destination buffer. */
+ *pDst++ = (*pSrcA++) + (*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+/**
+ @} end of BasicAdd group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_f64.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_f64.c
new file mode 100644
index 0000000..2d77233
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_f64.c
@@ -0,0 +1,75 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_add_f64.c
+ * Description: Floating-point vector addition
+ *
+ * $Date: 13 September 2021
+ * $Revision: V1.10.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicAdd
+ @{
+ */
+
+/**
+ @brief Floating-point vector addition.
+ @param[in] pSrcA points to first input vector
+ @param[in] pSrcB points to second input vector
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_add_f64(
+ const float64_t * pSrcA,
+ const float64_t * pSrcB,
+ float64_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and store result in destination buffer. */
+ *pDst++ = (*pSrcA++) + (*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+
+/**
+ @} end of BasicAdd group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_q15.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_q15.c
new file mode 100644
index 0000000..0bf9d06
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_q15.c
@@ -0,0 +1,176 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_add_q15.c
+ * Description: Q15 vector addition
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicAdd
+ @{
+ */
+
+/**
+ @brief Q15 vector addition.
+ @param[in] pSrcA points to the first input vector
+ @param[in] pSrcB points to the second input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q15 range [0x8000 0x7FFF] are saturated.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_add_q15(
+ const q15_t * pSrcA,
+ const q15_t * pSrcB,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q15x8_t vecA;
+ q15x8_t vecB;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A + B
+ * Add and then store the results in the destination buffer.
+ */
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vst1q(pDst, vqaddq(vecA, vecB));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrcA += 8;
+ pSrcB += 8;
+ pDst += 8;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 7;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vstrhq_p(pDst, vqaddq(vecA, vecB), p0);
+ }
+}
+
+#else
+void arm_add_q15(
+ const q15_t * pSrcA,
+ const q15_t * pSrcB,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+#if defined (ARM_MATH_DSP)
+ q31_t inA1, inA2;
+ q31_t inB1, inB2;
+#endif
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+#if defined (ARM_MATH_DSP)
+ /* read 2 times 2 samples at a time from sourceA */
+ inA1 = read_q15x2_ia (&pSrcA);
+ inA2 = read_q15x2_ia (&pSrcA);
+ /* read 2 times 2 samples at a time from sourceB */
+ inB1 = read_q15x2_ia (&pSrcB);
+ inB2 = read_q15x2_ia (&pSrcB);
+
+ /* Add and store 2 times 2 samples at a time */
+ write_q15x2_ia (&pDst, __QADD16(inA1, inB1));
+ write_q15x2_ia (&pDst, __QADD16(inA2, inB2));
+#else
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrcA++ + *pSrcB++), 16);
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrcA++ + *pSrcB++), 16);
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrcA++ + *pSrcB++), 16);
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrcA++ + *pSrcB++), 16);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and store result in destination buffer. */
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (q15_t) __QADD16(*pSrcA++, *pSrcB++);
+#else
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrcA++ + *pSrcB++), 16);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+/**
+ @} end of BasicAdd group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_q31.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_q31.c
new file mode 100644
index 0000000..a6783e7
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_q31.c
@@ -0,0 +1,159 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_add_q31.c
+ * Description: Q31 vector addition
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicAdd
+ @{
+ */
+
+/**
+ @brief Q31 vector addition.
+ @param[in] pSrcA points to the first input vector
+ @param[in] pSrcB points to the second input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q31 range [0x80000000 0x7FFFFFFF] are saturated.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_add_q31(
+ const q31_t * pSrcA,
+ const q31_t * pSrcB,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt;
+ q31x4_t vecA;
+ q31x4_t vecB;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A + B
+ * Add and then store the results in the destination buffer.
+ */
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vst1q(pDst, vqaddq(vecA, vecB));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 3;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vstrwq_p(pDst, vqaddq(vecA, vecB), p0);
+ }
+}
+
+#else
+void arm_add_q31(
+ const q31_t * pSrcA,
+ const q31_t * pSrcB,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and store result in destination buffer. */
+ *pDst++ = __QADD(*pSrcA++, *pSrcB++);
+
+ *pDst++ = __QADD(*pSrcA++, *pSrcB++);
+
+ *pDst++ = __QADD(*pSrcA++, *pSrcB++);
+
+ *pDst++ = __QADD(*pSrcA++, *pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and store result in destination buffer. */
+ *pDst++ = __QADD(*pSrcA++, *pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+
+#endif /* defined(ARM_MATH_MVEI) */
+/**
+ @} end of BasicAdd group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_q7.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_q7.c
new file mode 100644
index 0000000..f58ff86
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_add_q7.c
@@ -0,0 +1,159 @@
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_add_q7.c
+ * Description: Q7 vector addition
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicAdd
+ @{
+ */
+
+/**
+ @brief Q7 vector addition.
+ @param[in] pSrcA points to the first input vector
+ @param[in] pSrcB points to the second input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q7 range [0x80 0x7F] are saturated.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_add_q7(
+ const q7_t * pSrcA,
+ const q7_t * pSrcB,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q7x16_t vecA;
+ q7x16_t vecB;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A + B
+ * Add and then store the results in the destination buffer.
+ */
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vst1q(pDst, vqaddq(vecA, vecB));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrcA += 16;
+ pSrcB += 16;
+ pDst += 16;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 0xF;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp8q(blkCnt);
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vstrbq_p(pDst, vqaddq(vecA, vecB), p0);
+ }
+}
+#else
+void arm_add_q7(
+ const q7_t * pSrcA,
+ const q7_t * pSrcB,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+#if defined (ARM_MATH_DSP)
+ /* Add and store result in destination buffer (4 samples at a time). */
+ write_q7x4_ia (&pDst, __QADD8 (read_q7x4_ia (&pSrcA), read_q7x4_ia (&pSrcB)));
+#else
+ *pDst++ = (q7_t) __SSAT ((q15_t) *pSrcA++ + *pSrcB++, 8);
+ *pDst++ = (q7_t) __SSAT ((q15_t) *pSrcA++ + *pSrcB++, 8);
+ *pDst++ = (q7_t) __SSAT ((q15_t) *pSrcA++ + *pSrcB++, 8);
+ *pDst++ = (q7_t) __SSAT ((q15_t) *pSrcA++ + *pSrcB++, 8);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and store result in destination buffer. */
+ *pDst++ = (q7_t) __SSAT((q15_t) *pSrcA++ + *pSrcB++, 8);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+/**
+ @} end of BasicAdd group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_and_u16.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_and_u16.c
new file mode 100644
index 0000000..7a7427d
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_and_u16.c
@@ -0,0 +1,137 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_and_u16.c
+ * Description: uint16_t bitwise AND
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup And Vector bitwise AND
+
+ Compute the logical bitwise AND.
+
+ There are separate functions for uint32_t, uint16_t, and uint7_t data types.
+ */
+
+/**
+ @addtogroup And
+ @{
+ */
+
+/**
+ @brief Compute the logical bitwise AND of two fixed-point vectors.
+ @param[in] pSrcA points to input vector A
+ @param[in] pSrcB points to input vector B
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_and_u16(
+ const uint16_t * pSrcA,
+ const uint16_t * pSrcB,
+ uint16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint16x8_t vecSrcA, vecSrcB;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3;
+
+ while (blkCnt > 0U)
+ {
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+
+ vst1q(pDst, vandq_u16(vecSrcA, vecSrcB) );
+
+ pSrcA += 8;
+ pSrcB += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 7;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+ vstrhq_p(pDst, vandq_u16(vecSrcA, vecSrcB), p0);
+ }
+#else
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint16x8_t vecA, vecB;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3U;
+
+ while (blkCnt > 0U)
+ {
+ vecA = vld1q_u16(pSrcA);
+ vecB = vld1q_u16(pSrcB);
+
+ vst1q_u16(pDst, vandq_u16(vecA, vecB) );
+
+ pSrcA += 8;
+ pSrcB += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 7;
+#else
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+#endif
+
+ while (blkCnt > 0U)
+ {
+ *pDst++ = (*pSrcA++)&(*pSrcB++);
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+#endif /* if defined(ARM_MATH_MVEI) */
+}
+
+/**
+ @} end of And group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_and_u32.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_and_u32.c
new file mode 100644
index 0000000..ddf838c
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_and_u32.c
@@ -0,0 +1,129 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_and_u32.c
+ * Description: uint32_t bitwise AND
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup And
+ @{
+ */
+
+/**
+ @brief Compute the logical bitwise AND of two fixed-point vectors.
+ @param[in] pSrcA points to input vector A
+ @param[in] pSrcB points to input vector B
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_and_u32(
+ const uint32_t * pSrcA,
+ const uint32_t * pSrcB,
+ uint32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint32x4_t vecSrcA, vecSrcB;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2;
+
+ while (blkCnt > 0U)
+ {
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+
+ vst1q(pDst, vandq_u32(vecSrcA, vecSrcB) );
+
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 3;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+ vstrwq_p(pDst, vandq_u32(vecSrcA, vecSrcB), p0);
+ }
+#else
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint32x4_t vecA, vecB;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ vecA = vld1q_u32(pSrcA);
+ vecB = vld1q_u32(pSrcB);
+
+ vst1q_u32(pDst, vandq_u32(vecA, vecB) );
+
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 3;
+#else
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+#endif
+
+ while (blkCnt > 0U)
+ {
+ *pDst++ = (*pSrcA++)&(*pSrcB++);
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+#endif /* if defined(ARM_MATH_MVEI) */
+}
+
+/**
+ @} end of And group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_and_u8.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_and_u8.c
new file mode 100644
index 0000000..bd1a1ab
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_and_u8.c
@@ -0,0 +1,130 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_and_u8.c
+ * Description: uint8_t bitwise AND
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+
+/**
+ @addtogroup And
+ @{
+ */
+
+/**
+ @brief Compute the logical bitwise AND of two fixed-point vectors.
+ @param[in] pSrcA points to input vector A
+ @param[in] pSrcB points to input vector B
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_and_u8(
+ const uint8_t * pSrcA,
+ const uint8_t * pSrcB,
+ uint8_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint8x16_t vecSrcA, vecSrcB;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4;
+
+ while (blkCnt > 0U)
+ {
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+
+ vst1q(pDst, vandq_u8(vecSrcA, vecSrcB) );
+
+ pSrcA += 16;
+ pSrcB += 16;
+ pDst += 16;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0xF;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp8q(blkCnt);
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+ vstrbq_p(pDst, vandq_u8(vecSrcA, vecSrcB), p0);
+ }
+#else
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint8x16_t vecA, vecB;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4U;
+
+ while (blkCnt > 0U)
+ {
+ vecA = vld1q_u8(pSrcA);
+ vecB = vld1q_u8(pSrcB);
+
+ vst1q_u8(pDst, vandq_u8(vecA, vecB) );
+
+ pSrcA += 16;
+ pSrcB += 16;
+ pDst += 16;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0xF;
+#else
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+#endif
+
+ while (blkCnt > 0U)
+ {
+ *pDst++ = (*pSrcA++)&(*pSrcB++);
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+#endif /* if defined(ARM_MATH_MVEI) */
+}
+
+/**
+ @} end of And group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_f16.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_f16.c
new file mode 100644
index 0000000..f784a23
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_f16.c
@@ -0,0 +1,141 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_clip_f16.c
+ * Description: Floating-point vector addition
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions_f16.h"
+
+/**
+ @ingroup groupMath
+ */
+
+
+/**
+ @addtogroup BasicClip
+ @{
+ */
+
+/**
+ @brief Elementwise floating-point clipping
+ @param[in] pSrc points to input values
+ @param[out] pDst points to output clipped values
+ @param[in] low lower bound
+ @param[in] high higher bound
+ @param[in] numSamples number of samples to clip
+ @return none
+ */
+
+#if defined(ARM_MATH_MVE_FLOAT16) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_clip_f16(const float16_t * pSrc,
+ float16_t * pDst,
+ float16_t low,
+ float16_t high,
+ uint32_t numSamples)
+{
+ uint32_t blkCnt;
+ f16x8_t curVec0, curVec1;
+ f16x8_t vecLow, vecHigh;
+
+ vecLow = vdupq_n_f16(low);
+ vecHigh = vdupq_n_f16(high);
+
+ curVec0 = vld1q(pSrc);
+ pSrc += 8;
+ /*
+ * unrolled x 2 to allow
+ * vldr/vstr/vmin/vmax
+ * stall free interleaving
+ */
+ blkCnt = numSamples >> 4;
+ while (blkCnt--)
+ {
+ curVec0 = vmaxnmq(curVec0, vecLow);
+ curVec1 = vld1q(pSrc);
+ pSrc += 8;
+ curVec0 = vminnmq(curVec0, vecHigh);
+ vst1q(pDst, curVec0);
+ pDst += 8;
+ curVec1 = vmaxnmq(curVec1, vecLow);
+ curVec0 = vld1q(pSrc);
+ pSrc += 8;
+ curVec1 = vminnmq(curVec1, vecHigh);
+ vst1q(pDst, curVec1);
+ pDst += 8;
+ }
+ /*
+ * Tail handling
+ */
+ blkCnt = numSamples - ((numSamples >> 4) << 4);
+ if (blkCnt >= 8)
+ {
+ curVec0 = vmaxnmq(curVec0, vecLow);
+ curVec0 = vminnmq(curVec0, vecHigh);
+ vst1q(pDst, curVec0);
+ pDst += 8;
+ curVec0 = vld1q(pSrc);
+ pSrc += 8;
+ }
+
+ if (blkCnt > 0)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt & 7);
+ curVec0 = vmaxnmq(curVec0, vecLow);
+ curVec0 = vminnmq(curVec0, vecHigh);
+ vstrhq_p(pDst, curVec0, p0);
+ }
+}
+
+#else
+
+#if defined(ARM_FLOAT16_SUPPORTED)
+
+void arm_clip_f16(const float16_t * pSrc,
+ float16_t * pDst,
+ float16_t low,
+ float16_t high,
+ uint32_t numSamples)
+{
+ for (uint32_t i = 0; i < numSamples; i++)
+ {
+ if ((_Float16)pSrc[i] > (_Float16)high)
+ pDst[i] = high;
+ else if ((_Float16)pSrc[i] < (_Float16)low)
+ pDst[i] = low;
+ else
+ pDst[i] = pSrc[i];
+ }
+}
+#endif /* defined(ARM_FLOAT16_SUPPORTED */
+
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+
+/**
+ @} end of BasicClip group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_f32.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_f32.c
new file mode 100644
index 0000000..4cc2799
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_f32.c
@@ -0,0 +1,144 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_clip_f32.c
+ * Description: Floating-point vector addition
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicClip Elementwise clipping
+
+ Element-by-element clipping of a value.
+
+ The value is constrained between 2 bounds.
+
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicClip
+ @{
+ */
+
+/**
+ @brief Elementwise floating-point clipping
+ @param[in] pSrc points to input values
+ @param[out] pDst points to output clipped values
+ @param[in] low lower bound
+ @param[in] high higher bound
+ @param[in] numSamples number of samples to clip
+ @return none
+ */
+#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_clip_f32(const float32_t * pSrc,
+ float32_t * pDst,
+ float32_t low,
+ float32_t high,
+ uint32_t numSamples)
+{
+ uint32_t blkCnt;
+ f32x4_t curVec0, curVec1;
+ f32x4_t vecLow, vecHigh;
+
+ vecLow = vdupq_n_f32(low);
+ vecHigh = vdupq_n_f32(high);
+
+ curVec0 = vld1q(pSrc);
+ pSrc += 4;
+ /*
+ * unrolled x 2 to allow
+ * vldr/vstr/vmin/vmax
+ * stall free interleaving
+ */
+ blkCnt = numSamples >> 3;
+ while (blkCnt--)
+ {
+ curVec0 = vmaxnmq(curVec0, vecLow);
+ curVec1 = vld1q(pSrc);
+ pSrc += 4;
+ curVec0 = vminnmq(curVec0, vecHigh);
+ vst1q(pDst, curVec0);
+ pDst += 4;
+ curVec1 = vmaxnmq(curVec1, vecLow);
+ curVec0 = vld1q(pSrc);
+ pSrc += 4;
+ curVec1 = vminnmq(curVec1, vecHigh);
+ vst1q(pDst, curVec1);
+ pDst += 4;
+ }
+ /*
+ * Tail handling
+ */
+ blkCnt = numSamples - ((numSamples >> 3) << 3);
+ if (blkCnt >= 4)
+ {
+ curVec0 = vmaxnmq(curVec0, vecLow);
+ curVec0 = vminnmq(curVec0, vecHigh);
+ vst1q(pDst, curVec0);
+ pDst += 4;
+ curVec0 = vld1q(pSrc);
+ pSrc += 4;
+ }
+
+ if (blkCnt > 0)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt & 3);
+ curVec0 = vmaxnmq(curVec0, vecLow);
+ curVec0 = vminnmq(curVec0, vecHigh);
+ vstrwq_p(pDst, curVec0, p0);
+ }
+}
+
+#else
+void arm_clip_f32(const float32_t * pSrc,
+ float32_t * pDst,
+ float32_t low,
+ float32_t high,
+ uint32_t numSamples)
+{
+ uint32_t i;
+ for (i = 0; i < numSamples; i++)
+ {
+ if (pSrc[i] > high)
+ pDst[i] = high;
+ else if (pSrc[i] < low)
+ pDst[i] = low;
+ else
+ pDst[i] = pSrc[i];
+ }
+}
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+/**
+ @} end of BasicClip group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_q15.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_q15.c
new file mode 100644
index 0000000..0d67c37
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_q15.c
@@ -0,0 +1,134 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_clip_q15.c
+ * Description: Floating-point vector addition
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+
+/**
+ @addtogroup BasicClip
+ @{
+ */
+
+/**
+ @brief Elementwise fixed-point clipping
+ @param[in] pSrc points to input values
+ @param[out] pDst points to output clipped values
+ @param[in] low lower bound
+ @param[in] high higher bound
+ @param[in] numSamples number of samples to clip
+ @return none
+ */
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+void arm_clip_q15(const q15_t * pSrc,
+ q15_t * pDst,
+ q15_t low,
+ q15_t high,
+ uint32_t numSamples)
+{
+ uint32_t blkCnt;
+ q15x8_t curVec0, curVec1;
+ q15x8_t vecLow, vecHigh;
+
+ vecLow = vdupq_n_s16(low);
+ vecHigh = vdupq_n_s16(high);
+
+ curVec0 = vld1q(pSrc);
+ pSrc += 8;
+ /*
+ * unrolled x 2 to allow
+ * vldr/vstr/vmin/vmax
+ * stall free interleaving
+ */
+ blkCnt = numSamples >> 4;
+ while (blkCnt--)
+ {
+ curVec0 = vmaxq(curVec0, vecLow);
+ curVec1 = vld1q(pSrc);
+ pSrc += 8;
+ curVec0 = vminq(curVec0, vecHigh);
+ vst1q(pDst, curVec0);
+ pDst += 8;
+ curVec1 = vmaxq(curVec1, vecLow);
+ curVec0 = vld1q(pSrc);
+ pSrc += 8;
+ curVec1 = vminq(curVec1, vecHigh);
+ vst1q(pDst, curVec1);
+ pDst += 8;
+ }
+ /*
+ * Tail handling
+ */
+ blkCnt = numSamples - ((numSamples >> 4) << 4);
+ if (blkCnt >= 8)
+ {
+ curVec0 = vmaxq(curVec0, vecLow);
+ curVec0 = vminq(curVec0, vecHigh);
+ vst1q(pDst, curVec0);
+ pDst += 8;
+ curVec0 = vld1q(pSrc);
+ pSrc += 8;
+ }
+
+ if (blkCnt > 0)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt & 7);
+ curVec0 = vmaxq(curVec0, vecLow);
+ curVec0 = vminq(curVec0, vecHigh);
+ vstrhq_p(pDst, curVec0, p0);
+ }
+}
+
+#else
+void arm_clip_q15(const q15_t * pSrc,
+ q15_t * pDst,
+ q15_t low,
+ q15_t high,
+ uint32_t numSamples)
+{
+ uint32_t i;
+ for (i = 0; i < numSamples; i++)
+ {
+ if (pSrc[i] > high)
+ pDst[i] = high;
+ else if (pSrc[i] < low)
+ pDst[i] = low;
+ else
+ pDst[i] = pSrc[i];
+ }
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicClip group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_q31.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_q31.c
new file mode 100644
index 0000000..72b80d3
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_q31.c
@@ -0,0 +1,134 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_clip_q31.c
+ * Description: Floating-point vector addition
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+
+/**
+ @addtogroup BasicClip
+ @{
+ */
+
+/**
+ @brief Elementwise fixed-point clipping
+ @param[in] pSrc points to input values
+ @param[out] pDst points to output clipped values
+ @param[in] low lower bound
+ @param[in] high higher bound
+ @param[in] numSamples number of samples to clip
+ @return none
+ */
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+void arm_clip_q31(const q31_t * pSrc,
+ q31_t * pDst,
+ q31_t low,
+ q31_t high,
+ uint32_t numSamples)
+{
+ uint32_t blkCnt;
+ q31x4_t curVec0, curVec1;
+ q31x4_t vecLow, vecHigh;
+
+ vecLow = vdupq_n_s32(low);
+ vecHigh = vdupq_n_s32(high);
+
+ curVec0 = vld1q(pSrc);
+ pSrc += 4;
+ /*
+ * unrolled x 2 to allow
+ * vldr/vstr/vmin/vmax
+ * stall free interleaving
+ */
+ blkCnt = numSamples >> 3;
+ while (blkCnt--)
+ {
+ curVec0 = vmaxq(curVec0, vecLow);
+ curVec1 = vld1q(pSrc);
+ pSrc += 4;
+ curVec0 = vminq(curVec0, vecHigh);
+ vst1q(pDst, curVec0);
+ pDst += 4;
+ curVec1 = vmaxq(curVec1, vecLow);
+ curVec0 = vld1q(pSrc);
+ pSrc += 4;
+ curVec1 = vminq(curVec1, vecHigh);
+ vst1q(pDst, curVec1);
+ pDst += 4;
+ }
+ /*
+ * Tail handling
+ */
+ blkCnt = numSamples - ((numSamples >> 3) << 3);
+ if (blkCnt >= 4)
+ {
+ curVec0 = vmaxq(curVec0, vecLow);
+ curVec0 = vminq(curVec0, vecHigh);
+ vst1q(pDst, curVec0);
+ pDst += 4;
+ curVec0 = vld1q(pSrc);
+ pSrc += 4;
+ }
+
+ if (blkCnt > 0)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt & 3);
+ curVec0 = vmaxq(curVec0, vecLow);
+ curVec0 = vminq(curVec0, vecHigh);
+ vstrwq_p(pDst, curVec0, p0);
+ }
+}
+
+#else
+void arm_clip_q31(const q31_t * pSrc,
+ q31_t * pDst,
+ q31_t low,
+ q31_t high,
+ uint32_t numSamples)
+{
+ uint32_t i;
+ for (i = 0; i < numSamples; i++)
+ {
+ if (pSrc[i] > high)
+ pDst[i] = high;
+ else if (pSrc[i] < low)
+ pDst[i] = low;
+ else
+ pDst[i] = pSrc[i];
+ }
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicClip group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_q7.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_q7.c
new file mode 100644
index 0000000..a41e0c9
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_clip_q7.c
@@ -0,0 +1,134 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_clip_q7.c
+ * Description: Floating-point vector addition
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+
+/**
+ @addtogroup BasicClip
+ @{
+ */
+
+/**
+ @brief Elementwise fixed-point clipping
+ @param[in] pSrc points to input values
+ @param[out] pDst points to output clipped values
+ @param[in] low lower bound
+ @param[in] high higher bound
+ @param[in] numSamples number of samples to clip
+ @return none
+ */
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+void arm_clip_q7(const q7_t * pSrc,
+ q7_t * pDst,
+ q7_t low,
+ q7_t high,
+ uint32_t numSamples)
+{
+ uint32_t blkCnt;
+ q7x16_t curVec0, curVec1;
+ q7x16_t vecLow, vecHigh;
+
+ vecLow = vdupq_n_s8(low);
+ vecHigh = vdupq_n_s8(high);
+
+ curVec0 = vld1q(pSrc);
+ pSrc += 16;
+ /*
+ * unrolled x 2 to allow
+ * vldr/vstr/vmin/vmax
+ * stall free interleaving
+ */
+ blkCnt = numSamples >> 5;
+ while (blkCnt--)
+ {
+ curVec0 = vmaxq(curVec0, vecLow);
+ curVec1 = vld1q(pSrc);
+ pSrc += 16;
+ curVec0 = vminq(curVec0, vecHigh);
+ vst1q(pDst, curVec0);
+ pDst += 16;
+ curVec1 = vmaxq(curVec1, vecLow);
+ curVec0 = vld1q(pSrc);
+ pSrc += 16;
+ curVec1 = vminq(curVec1, vecHigh);
+ vst1q(pDst, curVec1);
+ pDst += 16;
+ }
+ /*
+ * Tail handling
+ */
+ blkCnt = numSamples - ((numSamples >> 5) << 5);
+ if (blkCnt >= 16)
+ {
+ curVec0 = vmaxq(curVec0, vecLow);
+ curVec0 = vminq(curVec0, vecHigh);
+ vst1q(pDst, curVec0);
+ pDst += 16;
+ curVec0 = vld1q(pSrc);
+ pSrc += 16;
+ }
+
+ if (blkCnt > 0)
+ {
+ mve_pred16_t p0 = vctp8q(blkCnt & 0xf);
+ curVec0 = vmaxq(curVec0, vecLow);
+ curVec0 = vminq(curVec0, vecHigh);
+ vstrbq_p(pDst, curVec0, p0);
+ }
+}
+
+#else
+void arm_clip_q7(const q7_t * pSrc,
+ q7_t * pDst,
+ q7_t low,
+ q7_t high,
+ uint32_t numSamples)
+{
+ uint32_t i;
+ for (i = 0; i < numSamples; i++)
+ {
+ if (pSrc[i] > high)
+ pDst[i] = high;
+ else if (pSrc[i] < low)
+ pDst[i] = low;
+ else
+ pDst[i] = pSrc[i];
+ }
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicClip group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_f16.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_f16.c
new file mode 100644
index 0000000..55c88df
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_f16.c
@@ -0,0 +1,184 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_dot_prod_f16.c
+ * Description: Floating-point dot product
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions_f16.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicDotProd Vector Dot Product
+
+ Computes the dot product of two vectors.
+ The vectors are multiplied element-by-element and then summed.
+
+ <pre>
+ sum = pSrcA[0]*pSrcB[0] + pSrcA[1]*pSrcB[1] + ... + pSrcA[blockSize-1]*pSrcB[blockSize-1]
+ </pre>
+
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicDotProd
+ @{
+ */
+
+/**
+ @brief Dot product of floating-point vectors.
+ @param[in] pSrcA points to the first input vector.
+ @param[in] pSrcB points to the second input vector.
+ @param[in] blockSize number of samples in each vector.
+ @param[out] result output result returned here.
+ @return none
+ */
+
+#if defined(ARM_MATH_MVE_FLOAT16) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+
+void arm_dot_prod_f16(
+ const float16_t * pSrcA,
+ const float16_t * pSrcB,
+ uint32_t blockSize,
+ float16_t * result)
+{
+ f16x8_t vecA, vecB;
+ f16x8_t vecSum;
+ uint32_t blkCnt;
+ float16_t sum = 0.0f;
+ vecSum = vdupq_n_f16(0.0f);
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 3U;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1]
+ * Calculate dot product and then store the result in a temporary buffer.
+ * and advance vector source and destination pointers
+ */
+ vecA = vld1q(pSrcA);
+ pSrcA += 8;
+
+ vecB = vld1q(pSrcB);
+ pSrcB += 8;
+
+ vecSum = vfmaq(vecSum, vecA, vecB);
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt --;
+ }
+
+
+ blkCnt = blockSize & 7;
+ if (blkCnt > 0U)
+ {
+ /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
+
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vecSum = vfmaq_m(vecSum, vecA, vecB, p0);
+ }
+
+ sum = vecAddAcrossF16Mve(vecSum);
+
+ /* Store result in destination buffer */
+ *result = sum;
+
+}
+
+#else
+#if defined(ARM_FLOAT16_SUPPORTED)
+void arm_dot_prod_f16(
+ const float16_t * pSrcA,
+ const float16_t * pSrcB,
+ uint32_t blockSize,
+ float16_t * result)
+{
+ uint32_t blkCnt; /* Loop counter */
+ _Float16 sum = 0.0f; /* Temporary return variable */
+
+
+#if defined (ARM_MATH_LOOPUNROLL) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ /* First part of the processing with loop unrolling. Compute 4 outputs at a time.
+ ** a second loop below computes the remaining 1 to 3 samples. */
+ while (blkCnt > 0U)
+ {
+ /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
+
+ /* Calculate dot product and store result in a temporary buffer. */
+ sum += (_Float16)(*pSrcA++) * (_Float16)(*pSrcB++);
+
+ sum += (_Float16)(*pSrcA++) * (_Float16)(*pSrcB++);
+
+ sum += (_Float16)(*pSrcA++) * (_Float16)(*pSrcB++);
+
+ sum += (_Float16)(*pSrcA++) * (_Float16)(*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
+
+ /* Calculate dot product and store result in a temporary buffer. */
+ sum += (_Float16)(*pSrcA++) * (_Float16)(*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Store result in destination buffer */
+ *result = sum;
+}
+#endif
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+/**
+ @} end of BasicDotProd group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_f32.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_f32.c
new file mode 100644
index 0000000..62b8657
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_f32.c
@@ -0,0 +1,228 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_dot_prod_f32.c
+ * Description: Floating-point dot product
+ *
+ * $Date: 05 October 2021
+ * $Revision: V1.9.1
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicDotProd Vector Dot Product
+
+ Computes the dot product of two vectors.
+ The vectors are multiplied element-by-element and then summed.
+
+ <pre>
+ sum = pSrcA[0]*pSrcB[0] + pSrcA[1]*pSrcB[1] + ... + pSrcA[blockSize-1]*pSrcB[blockSize-1]
+ </pre>
+
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicDotProd
+ @{
+ */
+
+/**
+ @brief Dot product of floating-point vectors.
+ @param[in] pSrcA points to the first input vector.
+ @param[in] pSrcB points to the second input vector.
+ @param[in] blockSize number of samples in each vector.
+ @param[out] result output result returned here.
+ @return none
+ */
+
+#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+
+void arm_dot_prod_f32(
+ const float32_t * pSrcA,
+ const float32_t * pSrcB,
+ uint32_t blockSize,
+ float32_t * result)
+{
+ f32x4_t vecA, vecB;
+ f32x4_t vecSum;
+ uint32_t blkCnt;
+ float32_t sum = 0.0f;
+ vecSum = vdupq_n_f32(0.0f);
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1]
+ * Calculate dot product and then store the result in a temporary buffer.
+ * and advance vector source and destination pointers
+ */
+ vecA = vld1q(pSrcA);
+ pSrcA += 4;
+
+ vecB = vld1q(pSrcB);
+ pSrcB += 4;
+
+ vecSum = vfmaq(vecSum, vecA, vecB);
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt --;
+ }
+
+
+ blkCnt = blockSize & 3;
+ if (blkCnt > 0U)
+ {
+ /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
+
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vecSum = vfmaq_m(vecSum, vecA, vecB, p0);
+ }
+
+ sum = vecAddAcrossF32Mve(vecSum);
+
+ /* Store result in destination buffer */
+ *result = sum;
+
+}
+
+#else
+
+void arm_dot_prod_f32(
+ const float32_t * pSrcA,
+ const float32_t * pSrcB,
+ uint32_t blockSize,
+ float32_t * result)
+{
+ uint32_t blkCnt; /* Loop counter */
+ float32_t sum = 0.0f; /* Temporary return variable */
+
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ f32x4_t vec1;
+ f32x4_t vec2;
+ f32x4_t accum = vdupq_n_f32(0);
+#if !defined(__aarch64__)
+ f32x2_t tmp = vdup_n_f32(0);
+#endif
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ vec1 = vld1q_f32(pSrcA);
+ vec2 = vld1q_f32(pSrcB);
+
+ while (blkCnt > 0U)
+ {
+ /* C = A[0]*B[0] + A[1]*B[1] + A[2]*B[2] + ... + A[blockSize-1]*B[blockSize-1] */
+ /* Calculate dot product and then store the result in a temporary buffer. */
+
+ accum = vmlaq_f32(accum, vec1, vec2);
+
+ /* Increment pointers */
+ pSrcA += 4;
+ pSrcB += 4;
+
+ vec1 = vld1q_f32(pSrcA);
+ vec2 = vld1q_f32(pSrcB);
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+#if defined(__aarch64__)
+ sum = vpadds_f32(vpadd_f32(vget_low_f32(accum), vget_high_f32(accum)));
+#else
+ tmp = vpadd_f32(vget_low_f32(accum), vget_high_f32(accum));
+ sum = vget_lane_f32(tmp, 0) + vget_lane_f32(tmp, 1);
+
+#endif
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+#else
+#if defined (ARM_MATH_LOOPUNROLL) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ /* First part of the processing with loop unrolling. Compute 4 outputs at a time.
+ ** a second loop below computes the remaining 1 to 3 samples. */
+ while (blkCnt > 0U)
+ {
+ /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
+
+ /* Calculate dot product and store result in a temporary buffer. */
+ sum += (*pSrcA++) * (*pSrcB++);
+
+ sum += (*pSrcA++) * (*pSrcB++);
+
+ sum += (*pSrcA++) * (*pSrcB++);
+
+ sum += (*pSrcA++) * (*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+#endif /* #if defined(ARM_MATH_NEON) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
+
+ /* Calculate dot product and store result in a temporary buffer. */
+ sum += (*pSrcA++) * (*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Store result in destination buffer */
+ *result = sum;
+}
+
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+/**
+ @} end of BasicDotProd group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_f64.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_f64.c
new file mode 100644
index 0000000..a4cd07c
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_f64.c
@@ -0,0 +1,78 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_dot_prod_f64.c
+ * Description: Floating-point dot product
+ *
+ * $Date: 13 September 2021
+ * $Revision: V1.10.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicDotProd
+ @{
+ */
+
+/**
+ @brief Dot product of floating-point vectors.
+ @param[in] pSrcA points to the first input vector.
+ @param[in] pSrcB points to the second input vector.
+ @param[in] blockSize number of samples in each vector.
+ @param[out] result output result returned here.
+ @return none
+ */
+
+void arm_dot_prod_f64(
+ const float64_t * pSrcA,
+ const float64_t * pSrcB,
+ uint32_t blockSize,
+ float64_t * result)
+{
+ uint32_t blkCnt; /* Loop counter */
+ float64_t sum = 0.; /* Temporary return variable */
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
+
+ /* Calculate dot product and store result in a temporary buffer. */
+ sum += (*pSrcA++) * (*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Store result in destination buffer */
+ *result = sum;
+}
+
+/**
+ @} end of BasicDotProd group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_q15.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_q15.c
new file mode 100644
index 0000000..cb42609
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_q15.c
@@ -0,0 +1,172 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_dot_prod_q15.c
+ * Description: Q15 dot product
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicDotProd
+ @{
+ */
+
+/**
+ @brief Dot product of Q15 vectors.
+ @param[in] pSrcA points to the first input vector
+ @param[in] pSrcB points to the second input vector
+ @param[in] blockSize number of samples in each vector
+ @param[out] result output result returned here
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The intermediate multiplications are in 1.15 x 1.15 = 2.30 format and these
+ results are added to a 64-bit accumulator in 34.30 format.
+ Nonsaturating additions are used and given that there are 33 guard bits in the accumulator
+ there is no risk of overflow.
+ The return result is in 34.30 format.
+ */
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_dot_prod_q15(
+ const q15_t * pSrcA,
+ const q15_t * pSrcB,
+ uint32_t blockSize,
+ q63_t * result)
+{
+ uint32_t blkCnt; /* loop counters */
+ q15x8_t vecA;
+ q15x8_t vecB;
+ q63_t sum = 0LL;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1]
+ * Calculate dot product and then store the result in a temporary buffer.
+ */
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ sum = vmlaldavaq(sum, vecA, vecB);
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrcA += 8;
+ pSrcB += 8;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 7;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ sum = vmlaldavaq_p(sum, vecA, vecB, p0);
+ }
+
+ *result = sum;
+}
+
+#else
+void arm_dot_prod_q15(
+ const q15_t * pSrcA,
+ const q15_t * pSrcB,
+ uint32_t blockSize,
+ q63_t * result)
+{
+ uint32_t blkCnt; /* Loop counter */
+ q63_t sum = 0; /* Temporary return variable */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
+
+#if defined (ARM_MATH_DSP)
+ /* Calculate dot product and store result in a temporary buffer. */
+ sum = __SMLALD(read_q15x2_ia (&pSrcA), read_q15x2_ia (&pSrcB), sum);
+ sum = __SMLALD(read_q15x2_ia (&pSrcA), read_q15x2_ia (&pSrcB), sum);
+#else
+ sum += (q63_t)((q31_t) *pSrcA++ * *pSrcB++);
+ sum += (q63_t)((q31_t) *pSrcA++ * *pSrcB++);
+ sum += (q63_t)((q31_t) *pSrcA++ * *pSrcB++);
+ sum += (q63_t)((q31_t) *pSrcA++ * *pSrcB++);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
+
+ /* Calculate dot product and store result in a temporary buffer. */
+//#if defined (ARM_MATH_DSP)
+// sum = __SMLALD(*pSrcA++, *pSrcB++, sum);
+//#else
+ sum += (q63_t)((q31_t) *pSrcA++ * *pSrcB++);
+//#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Store result in destination buffer in 34.30 format */
+ *result = sum;
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicDotProd group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_q31.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_q31.c
new file mode 100644
index 0000000..b85da37
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_q31.c
@@ -0,0 +1,174 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_dot_prod_q31.c
+ * Description: Q31 dot product
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicDotProd
+ @{
+ */
+
+/**
+ @brief Dot product of Q31 vectors.
+ @param[in] pSrcA points to the first input vector.
+ @param[in] pSrcB points to the second input vector.
+ @param[in] blockSize number of samples in each vector.
+ @param[out] result output result returned here.
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The intermediate multiplications are in 1.31 x 1.31 = 2.62 format and these
+ are truncated to 2.48 format by discarding the lower 14 bits.
+ The 2.48 result is then added without saturation to a 64-bit accumulator in 16.48 format.
+ There are 15 guard bits in the accumulator and there is no risk of overflow as long as
+ the length of the vectors is less than 2^16 elements.
+ The return result is in 16.48 format.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_dot_prod_q31(
+ const q31_t * pSrcA,
+ const q31_t * pSrcB,
+ uint32_t blockSize,
+ q63_t * result)
+{
+ uint32_t blkCnt; /* loop counters */
+ q31x4_t vecA;
+ q31x4_t vecB;
+ q63_t sum = 0LL;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1]
+ * Calculate dot product and then store the result in a temporary buffer.
+ */
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ sum = vrmlaldavhaq(sum, vecA, vecB);
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrcA += 4;
+ pSrcB += 4;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 3;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ sum = vrmlaldavhaq_p(sum, vecA, vecB, p0);
+ }
+
+ /*
+ * vrmlaldavhaq provides extra intermediate accumulator headroom.
+ * limiting the need of intermediate scaling
+ * Scalar variant uses 2.48 accu format by right shifting accumulators by 14.
+ * 16.48 output conversion is performed outside the loop by scaling accu. by 6
+ */
+ *result = asrl(sum, (14 - 8));
+}
+
+#else
+void arm_dot_prod_q31(
+ const q31_t * pSrcA,
+ const q31_t * pSrcB,
+ uint32_t blockSize,
+ q63_t * result)
+{
+ uint32_t blkCnt; /* Loop counter */
+ q63_t sum = 0; /* Temporary return variable */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
+
+ /* Calculate dot product and store result in a temporary buffer. */
+ sum += ((q63_t) *pSrcA++ * *pSrcB++) >> 14U;
+
+ sum += ((q63_t) *pSrcA++ * *pSrcB++) >> 14U;
+
+ sum += ((q63_t) *pSrcA++ * *pSrcB++) >> 14U;
+
+ sum += ((q63_t) *pSrcA++ * *pSrcB++) >> 14U;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
+
+ /* Calculate dot product and store result in a temporary buffer. */
+ sum += ((q63_t) *pSrcA++ * *pSrcB++) >> 14U;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Store result in destination buffer in 16.48 format */
+ *result = sum;
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicDotProd group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_q7.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_q7.c
new file mode 100644
index 0000000..2de4e27
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_dot_prod_q7.c
@@ -0,0 +1,191 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_dot_prod_q7.c
+ * Description: Q7 dot product
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicDotProd
+ @{
+ */
+
+/**
+ @brief Dot product of Q7 vectors.
+ @param[in] pSrcA points to the first input vector
+ @param[in] pSrcB points to the second input vector
+ @param[in] blockSize number of samples in each vector
+ @param[out] result output result returned here
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The intermediate multiplications are in 1.7 x 1.7 = 2.14 format and these
+ results are added to an accumulator in 18.14 format.
+ Nonsaturating additions are used and there is no danger of wrap around as long as
+ the vectors are less than 2^18 elements long.
+ The return result is in 18.14 format.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_dot_prod_q7(
+ const q7_t * pSrcA,
+ const q7_t * pSrcB,
+ uint32_t blockSize,
+ q31_t * result)
+{
+ uint32_t blkCnt; /* loop counters */
+ q7x16_t vecA;
+ q7x16_t vecB;
+ q31_t sum = 0;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1]
+ * Calculate dot product and then store the result in a temporary buffer.
+ */
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ sum = vmladavaq(sum, vecA, vecB);
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrcA += 16;
+ pSrcB += 16;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 0xF;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp8q(blkCnt);
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ sum = vmladavaq_p(sum, vecA, vecB, p0);
+ }
+
+ *result = sum;
+}
+#else
+void arm_dot_prod_q7(
+ const q7_t * pSrcA,
+ const q7_t * pSrcB,
+ uint32_t blockSize,
+ q31_t * result)
+{
+ uint32_t blkCnt; /* Loop counter */
+ q31_t sum = 0; /* Temporary return variable */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+#if defined (ARM_MATH_DSP)
+ q31_t input1, input2; /* Temporary variables */
+ q31_t inA1, inA2, inB1, inB2; /* Temporary variables */
+#endif
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
+
+#if defined (ARM_MATH_DSP)
+ /* read 4 samples at a time from sourceA */
+ input1 = read_q7x4_ia (&pSrcA);
+ /* read 4 samples at a time from sourceB */
+ input2 = read_q7x4_ia (&pSrcB);
+
+ /* extract two q7_t samples to q15_t samples */
+ inA1 = __SXTB16(__ROR(input1, 8));
+ /* extract reminaing two samples */
+ inA2 = __SXTB16(input1);
+ /* extract two q7_t samples to q15_t samples */
+ inB1 = __SXTB16(__ROR(input2, 8));
+ /* extract reminaing two samples */
+ inB2 = __SXTB16(input2);
+
+ /* multiply and accumulate two samples at a time */
+ sum = __SMLAD(inA1, inB1, sum);
+ sum = __SMLAD(inA2, inB2, sum);
+#else
+ sum += (q31_t) ((q15_t) *pSrcA++ * *pSrcB++);
+ sum += (q31_t) ((q15_t) *pSrcA++ * *pSrcB++);
+ sum += (q31_t) ((q15_t) *pSrcA++ * *pSrcB++);
+ sum += (q31_t) ((q15_t) *pSrcA++ * *pSrcB++);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A[0]* B[0] + A[1]* B[1] + A[2]* B[2] + .....+ A[blockSize-1]* B[blockSize-1] */
+
+ /* Calculate dot product and store result in a temporary buffer. */
+//#if defined (ARM_MATH_DSP)
+// sum = __SMLAD(*pSrcA++, *pSrcB++, sum);
+//#else
+ sum += (q31_t) ((q15_t) *pSrcA++ * *pSrcB++);
+//#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Store result in destination buffer in 18.14 format */
+ *result = sum;
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicDotProd group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_f16.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_f16.c
new file mode 100644
index 0000000..c1115ac
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_f16.c
@@ -0,0 +1,171 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_mult_f16.c
+ * Description: Floating-point vector multiplication
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions_f16.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicMult Vector Multiplication
+
+ Element-by-element multiplication of two vectors.
+
+ <pre>
+ pDst[n] = pSrcA[n] * pSrcB[n], 0 <= n < blockSize.
+ </pre>
+
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicMult
+ @{
+ */
+
+/**
+ @brief Floating-point vector multiplication.
+ @param[in] pSrcA points to the first input vector.
+ @param[in] pSrcB points to the second input vector.
+ @param[out] pDst points to the output vector.
+ @param[in] blockSize number of samples in each vector.
+ @return none
+ */
+
+
+#if defined(ARM_MATH_MVE_FLOAT16) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_mult_f16(
+ const float16_t * pSrcA,
+ const float16_t * pSrcB,
+ float16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ f16x8_t vec1;
+ f16x8_t vec2;
+ f16x8_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 3U;
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and then store the results in the destination buffer. */
+ vec1 = vld1q(pSrcA);
+ vec2 = vld1q(pSrcB);
+ res = vmulq(vec1, vec2);
+ vst1q(pDst, res);
+
+ /* Increment pointers */
+ pSrcA += 8;
+ pSrcB += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x7;
+ if (blkCnt > 0U)
+ {
+ /* C = A + B */
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vec1 = vld1q(pSrcA);
+ vec2 = vld1q(pSrcB);
+ vstrhq_p(pDst, vmulq(vec1,vec2), p0);
+ }
+
+}
+
+#else
+#if defined(ARM_FLOAT16_SUPPORTED)
+void arm_mult_f16(
+ const float16_t * pSrcA,
+ const float16_t * pSrcB,
+ float16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * B */
+
+ /* Multiply inputs and store result in destination buffer. */
+ *pDst++ = (_Float16)(*pSrcA++) * (_Float16)(*pSrcB++);
+
+ *pDst++ = (_Float16)(*pSrcA++) * (_Float16)(*pSrcB++);
+
+ *pDst++ = (_Float16)(*pSrcA++) * (_Float16)(*pSrcB++);
+
+ *pDst++ = (_Float16)(*pSrcA++) * (_Float16)(*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * B */
+
+ /* Multiply input and store result in destination buffer. */
+ *pDst++ = (_Float16)(*pSrcA++) * (_Float16)(*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+/**
+ @} end of BasicMult group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_f32.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_f32.c
new file mode 100644
index 0000000..4df04e9
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_f32.c
@@ -0,0 +1,200 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_mult_f32.c
+ * Description: Floating-point vector multiplication
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicMult Vector Multiplication
+
+ Element-by-element multiplication of two vectors.
+
+ <pre>
+ pDst[n] = pSrcA[n] * pSrcB[n], 0 <= n < blockSize.
+ </pre>
+
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicMult
+ @{
+ */
+
+/**
+ @brief Floating-point vector multiplication.
+ @param[in] pSrcA points to the first input vector.
+ @param[in] pSrcB points to the second input vector.
+ @param[out] pDst points to the output vector.
+ @param[in] blockSize number of samples in each vector.
+ @return none
+ */
+
+#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_mult_f32(
+ const float32_t * pSrcA,
+ const float32_t * pSrcB,
+ float32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ f32x4_t vec1;
+ f32x4_t vec2;
+ f32x4_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and then store the results in the destination buffer. */
+ vec1 = vld1q(pSrcA);
+ vec2 = vld1q(pSrcB);
+ res = vmulq(vec1, vec2);
+ vst1q(pDst, res);
+
+ /* Increment pointers */
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+ if (blkCnt > 0U)
+ {
+ /* C = A + B */
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vec1 = vld1q(pSrcA);
+ vec2 = vld1q(pSrcB);
+ vstrwq_p(pDst, vmulq(vec1,vec2), p0);
+ }
+
+}
+
+#else
+void arm_mult_f32(
+ const float32_t * pSrcA,
+ const float32_t * pSrcB,
+ float32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ f32x4_t vec1;
+ f32x4_t vec2;
+ f32x4_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * B */
+
+ /* Multiply the inputs and then store the results in the destination buffer. */
+ vec1 = vld1q_f32(pSrcA);
+ vec2 = vld1q_f32(pSrcB);
+ res = vmulq_f32(vec1, vec2);
+ vst1q_f32(pDst, res);
+
+ /* Increment pointers */
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+#else
+#if defined (ARM_MATH_LOOPUNROLL) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * B */
+
+ /* Multiply inputs and store result in destination buffer. */
+ *pDst++ = (*pSrcA++) * (*pSrcB++);
+
+ *pDst++ = (*pSrcA++) * (*pSrcB++);
+
+ *pDst++ = (*pSrcA++) * (*pSrcB++);
+
+ *pDst++ = (*pSrcA++) * (*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+#endif /* #if defined(ARM_MATH_NEON) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * B */
+
+ /* Multiply input and store result in destination buffer. */
+ *pDst++ = (*pSrcA++) * (*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+/**
+ @} end of BasicMult group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_f64.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_f64.c
new file mode 100644
index 0000000..1a5afd9
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_f64.c
@@ -0,0 +1,75 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_mult_f64.c
+ * Description: Floating-point vector multiplication
+ *
+ * $Date: 13 September 2021
+ * $Revision: V1.10.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicMult
+ @{
+ */
+
+/**
+ @brief Floating-point vector multiplication.
+ @param[in] pSrcA points to the first input vector.
+ @param[in] pSrcB points to the second input vector.
+ @param[out] pDst points to the output vector.
+ @param[in] blockSize number of samples in each vector.
+ @return none
+ */
+
+void arm_mult_f64(
+ const float64_t * pSrcA,
+ const float64_t * pSrcB,
+ float64_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * B */
+
+ /* Multiply input and store result in destination buffer. */
+ *pDst++ = (*pSrcA++) * (*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+
+/**
+ @} end of BasicMult group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_q15.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_q15.c
new file mode 100644
index 0000000..17951c7
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_q15.c
@@ -0,0 +1,192 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_mult_q15.c
+ * Description: Q15 vector multiplication
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicMult
+ @{
+ */
+
+/**
+ @brief Q15 vector multiplication
+ @param[in] pSrcA points to first input vector
+ @param[in] pSrcB points to second input vector
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q15 range [0x8000 0x7FFF] are saturated.
+ */
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_mult_q15(
+ const q15_t * pSrcA,
+ const q15_t * pSrcB,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q15x8_t vecA, vecB;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A * B
+ * Multiply the inputs and then store the results in the destination buffer.
+ */
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vst1q(pDst, vqdmulhq(vecA, vecB));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrcA += 8;
+ pSrcB += 8;
+ pDst += 8;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 7;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vstrhq_p(pDst, vqdmulhq(vecA, vecB), p0);
+ }
+}
+
+#else
+void arm_mult_q15(
+ const q15_t * pSrcA,
+ const q15_t * pSrcB,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+#if defined (ARM_MATH_DSP)
+ q31_t inA1, inA2, inB1, inB2; /* Temporary input variables */
+ q15_t out1, out2, out3, out4; /* Temporary output variables */
+ q31_t mul1, mul2, mul3, mul4; /* Temporary variables */
+#endif
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * B */
+
+#if defined (ARM_MATH_DSP)
+ /* read 2 samples at a time from sourceA */
+ inA1 = read_q15x2_ia (&pSrcA);
+ /* read 2 samples at a time from sourceB */
+ inB1 = read_q15x2_ia (&pSrcB);
+ /* read 2 samples at a time from sourceA */
+ inA2 = read_q15x2_ia (&pSrcA);
+ /* read 2 samples at a time from sourceB */
+ inB2 = read_q15x2_ia (&pSrcB);
+
+ /* multiply mul = sourceA * sourceB */
+ mul1 = (q31_t) ((q15_t) (inA1 >> 16) * (q15_t) (inB1 >> 16));
+ mul2 = (q31_t) ((q15_t) (inA1 ) * (q15_t) (inB1 ));
+ mul3 = (q31_t) ((q15_t) (inA2 >> 16) * (q15_t) (inB2 >> 16));
+ mul4 = (q31_t) ((q15_t) (inA2 ) * (q15_t) (inB2 ));
+
+ /* saturate result to 16 bit */
+ out1 = (q15_t) __SSAT(mul1 >> 15, 16);
+ out2 = (q15_t) __SSAT(mul2 >> 15, 16);
+ out3 = (q15_t) __SSAT(mul3 >> 15, 16);
+ out4 = (q15_t) __SSAT(mul4 >> 15, 16);
+
+ /* store result to destination */
+#ifndef ARM_MATH_BIG_ENDIAN
+ write_q15x2_ia (&pDst, __PKHBT(out2, out1, 16));
+ write_q15x2_ia (&pDst, __PKHBT(out4, out3, 16));
+#else
+ write_q15x2_ia (&pDst, __PKHBT(out1, out2, 16));
+ write_q15x2_ia (&pDst, __PKHBT(out3, out4, 16));
+#endif /* #ifndef ARM_MATH_BIG_ENDIAN */
+
+#else
+ *pDst++ = (q15_t) __SSAT((((q31_t) (*pSrcA++) * (*pSrcB++)) >> 15), 16);
+ *pDst++ = (q15_t) __SSAT((((q31_t) (*pSrcA++) * (*pSrcB++)) >> 15), 16);
+ *pDst++ = (q15_t) __SSAT((((q31_t) (*pSrcA++) * (*pSrcB++)) >> 15), 16);
+ *pDst++ = (q15_t) __SSAT((((q31_t) (*pSrcA++) * (*pSrcB++)) >> 15), 16);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * B */
+
+ /* Multiply inputs and store result in destination buffer. */
+ *pDst++ = (q15_t) __SSAT((((q31_t) (*pSrcA++) * (*pSrcB++)) >> 15), 16);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicMult group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_q31.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_q31.c
new file mode 100644
index 0000000..63ad73c
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_q31.c
@@ -0,0 +1,168 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_mult_q31.c
+ * Description: Q31 vector multiplication
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicMult
+ @{
+ */
+
+/**
+ @brief Q31 vector multiplication.
+ @param[in] pSrcA points to the first input vector.
+ @param[in] pSrcB points to the second input vector.
+ @param[out] pDst points to the output vector.
+ @param[in] blockSize number of samples in each vector.
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q31 range[0x80000000 0x7FFFFFFF] are saturated.
+ */
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_mult_q31(
+ const q31_t * pSrcA,
+ const q31_t * pSrcB,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q31x4_t vecA, vecB;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A * B
+ * Multiply the inputs and then store the results in the destination buffer.
+ */
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vst1q(pDst, vqdmulhq(vecA, vecB));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 3;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vstrwq_p(pDst, vqdmulhq(vecA, vecB), p0);
+ }
+}
+
+#else
+void arm_mult_q31(
+ const q31_t * pSrcA,
+ const q31_t * pSrcB,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ q31_t out; /* Temporary output variable */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * B */
+
+ /* Multiply inputs and store result in destination buffer. */
+ out = ((q63_t) *pSrcA++ * *pSrcB++) >> 32;
+ out = __SSAT(out, 31);
+ *pDst++ = out << 1U;
+
+ out = ((q63_t) *pSrcA++ * *pSrcB++) >> 32;
+ out = __SSAT(out, 31);
+ *pDst++ = out << 1U;
+
+ out = ((q63_t) *pSrcA++ * *pSrcB++) >> 32;
+ out = __SSAT(out, 31);
+ *pDst++ = out << 1U;
+
+ out = ((q63_t) *pSrcA++ * *pSrcB++) >> 32;
+ out = __SSAT(out, 31);
+ *pDst++ = out << 1U;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * B */
+
+ /* Multiply inputs and store result in destination buffer. */
+ out = ((q63_t) *pSrcA++ * *pSrcB++) >> 32;
+ out = __SSAT(out, 31);
+ *pDst++ = out << 1U;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicMult group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_q7.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_q7.c
new file mode 100644
index 0000000..7be80db
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_mult_q7.c
@@ -0,0 +1,168 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_mult_q7.c
+ * Description: Q7 vector multiplication
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicMult
+ @{
+ */
+
+/**
+ @brief Q7 vector multiplication
+ @param[in] pSrcA points to the first input vector
+ @param[in] pSrcB points to the second input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q7 range [0x80 0x7F] are saturated.
+ */
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_mult_q7(
+ const q7_t * pSrcA,
+ const q7_t * pSrcB,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q7x16_t vecA, vecB;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A * B
+ * Multiply the inputs and then store the results in the destination buffer.
+ */
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vst1q(pDst, vqdmulhq(vecA, vecB));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrcA += 16;
+ pSrcB += 16;
+ pDst += 16;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 0xF;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp8q(blkCnt);
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vstrbq_p(pDst, vqdmulhq(vecA, vecB), p0);
+ }
+}
+
+#else
+void arm_mult_q7(
+ const q7_t * pSrcA,
+ const q7_t * pSrcB,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+#if defined (ARM_MATH_DSP)
+ q7_t out1, out2, out3, out4; /* Temporary output variables */
+#endif
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * B */
+
+#if defined (ARM_MATH_DSP)
+ /* Multiply inputs and store results in temporary variables */
+ out1 = (q7_t) __SSAT((((q15_t) (*pSrcA++) * (*pSrcB++)) >> 7), 8);
+ out2 = (q7_t) __SSAT((((q15_t) (*pSrcA++) * (*pSrcB++)) >> 7), 8);
+ out3 = (q7_t) __SSAT((((q15_t) (*pSrcA++) * (*pSrcB++)) >> 7), 8);
+ out4 = (q7_t) __SSAT((((q15_t) (*pSrcA++) * (*pSrcB++)) >> 7), 8);
+
+ /* Pack and store result in destination buffer (in single write) */
+ write_q7x4_ia (&pDst, __PACKq7(out1, out2, out3, out4));
+#else
+ *pDst++ = (q7_t) __SSAT((((q15_t) (*pSrcA++) * (*pSrcB++)) >> 7), 8);
+ *pDst++ = (q7_t) __SSAT((((q15_t) (*pSrcA++) * (*pSrcB++)) >> 7), 8);
+ *pDst++ = (q7_t) __SSAT((((q15_t) (*pSrcA++) * (*pSrcB++)) >> 7), 8);
+ *pDst++ = (q7_t) __SSAT((((q15_t) (*pSrcA++) * (*pSrcB++)) >> 7), 8);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * B */
+
+ /* Multiply input and store result in destination buffer. */
+ *pDst++ = (q7_t) __SSAT((((q15_t) (*pSrcA++) * (*pSrcB++)) >> 7), 8);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicMult group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_f16.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_f16.c
new file mode 100644
index 0000000..187e511
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_f16.c
@@ -0,0 +1,166 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_negate_f16.c
+ * Description: Negates floating-point vectors
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions_f16.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicNegate Vector Negate
+
+ Negates the elements of a vector.
+
+ <pre>
+ pDst[n] = -pSrc[n], 0 <= n < blockSize.
+ </pre>
+
+ The functions support in-place computation allowing the source and
+ destination pointers to reference the same memory buffer.
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicNegate
+ @{
+ */
+
+/**
+ @brief Negates the elements of a floating-point vector.
+ @param[in] pSrc points to input vector.
+ @param[out] pDst points to output vector.
+ @param[in] blockSize number of samples in each vector.
+ @return none
+ */
+
+#if defined(ARM_MATH_MVE_FLOAT16) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_negate_f16(
+ const float16_t * pSrc,
+ float16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ f16x8_t vec1;
+ f16x8_t res;
+
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 3U;
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute values and then store the results in the destination buffer. */
+ vec1 = vld1q(pSrc);
+ res = vnegq(vec1);
+ vst1q(pDst, res);
+
+ /* Increment pointers */
+ pSrc += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x7;
+ if (blkCnt > 0U)
+ {
+ /* C = |A| */
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vec1 = vld1q((float16_t const *) pSrc);
+ vstrhq_p(pDst, vnegq(vec1), p0);
+ }
+
+}
+
+#else
+#if defined(ARM_FLOAT16_SUPPORTED)
+void arm_negate_f16(
+ const float16_t * pSrc,
+ float16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+
+#if defined (ARM_MATH_LOOPUNROLL) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = -A */
+
+ /* Negate and store result in destination buffer. */
+ *pDst++ = -(_Float16)*pSrc++;
+
+ *pDst++ = -(_Float16)*pSrc++;
+
+ *pDst++ = -(_Float16)*pSrc++;
+
+ *pDst++ = -(_Float16)*pSrc++;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = -A */
+
+ /* Negate and store result in destination buffer. */
+ *pDst++ = -(_Float16)*pSrc++;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+/**
+ @} end of BasicNegate group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_f32.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_f32.c
new file mode 100644
index 0000000..4f243cd
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_f32.c
@@ -0,0 +1,192 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_negate_f32.c
+ * Description: Negates floating-point vectors
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicNegate Vector Negate
+
+ Negates the elements of a vector.
+
+ <pre>
+ pDst[n] = -pSrc[n], 0 <= n < blockSize.
+ </pre>
+
+ The functions support in-place computation allowing the source and
+ destination pointers to reference the same memory buffer.
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicNegate
+ @{
+ */
+
+/**
+ @brief Negates the elements of a floating-point vector.
+ @param[in] pSrc points to input vector.
+ @param[out] pDst points to output vector.
+ @param[in] blockSize number of samples in each vector.
+ @return none
+ */
+
+#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_negate_f32(
+ const float32_t * pSrc,
+ float32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ f32x4_t vec1;
+ f32x4_t res;
+
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+ while (blkCnt > 0U)
+ {
+ /* C = |A| */
+
+ /* Calculate absolute values and then store the results in the destination buffer. */
+ vec1 = vld1q(pSrc);
+ res = vnegq(vec1);
+ vst1q(pDst, res);
+
+ /* Increment pointers */
+ pSrc += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+ if (blkCnt > 0U)
+ {
+ /* C = |A| */
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vec1 = vld1q((float32_t const *) pSrc);
+ vstrwq_p(pDst, vnegq(vec1), p0);
+ }
+
+}
+
+#else
+void arm_negate_f32(
+ const float32_t * pSrc,
+ float32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_NEON_EXPERIMENTAL) && !defined(ARM_MATH_AUTOVECTORIZE)
+ f32x4_t vec1;
+ f32x4_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = -A */
+
+ /* Negate and then store the results in the destination buffer. */
+ vec1 = vld1q_f32(pSrc);
+ res = vnegq_f32(vec1);
+ vst1q_f32(pDst, res);
+
+ /* Increment pointers */
+ pSrc += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+#else
+#if defined (ARM_MATH_LOOPUNROLL) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = -A */
+
+ /* Negate and store result in destination buffer. */
+ *pDst++ = -*pSrc++;
+
+ *pDst++ = -*pSrc++;
+
+ *pDst++ = -*pSrc++;
+
+ *pDst++ = -*pSrc++;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+#endif /* #if defined(ARM_MATH_NEON_EXPERIMENTAL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = -A */
+
+ /* Negate and store result in destination buffer. */
+ *pDst++ = -*pSrc++;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+/**
+ @} end of BasicNegate group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_f64.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_f64.c
new file mode 100644
index 0000000..c8a7341
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_f64.c
@@ -0,0 +1,73 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_negate_f64.c
+ * Description: Negates floating-point vectors
+ *
+ * $Date: 13 September 2021
+ * $Revision: V1.10.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicNegate
+ @{
+ */
+
+/**
+ @brief Negates the elements of a floating-point vector.
+ @param[in] pSrc points to input vector.
+ @param[out] pDst points to output vector.
+ @param[in] blockSize number of samples in each vector.
+ @return none
+ */
+
+void arm_negate_f64(
+ const float64_t * pSrc,
+ float64_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+ while (blkCnt > 0U)
+ {
+ /* C = -A */
+
+ /* Negate and store result in destination buffer. */
+ *pDst++ = -*pSrc++;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+
+/**
+ @} end of BasicNegate group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_q15.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_q15.c
new file mode 100644
index 0000000..43d5b0d
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_q15.c
@@ -0,0 +1,171 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_negate_q15.c
+ * Description: Negates Q15 vectors
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicNegate
+ @{
+ */
+
+/**
+ @brief Negates the elements of a Q15 vector.
+ @param[in] pSrc points to the input vector.
+ @param[out] pDst points to the output vector.
+ @param[in] blockSize number of samples in each vector.
+ @return none
+
+ @par Conditions for optimum performance
+ Input and output buffers should be aligned by 32-bit
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ The Q15 value -1 (0x8000) is saturated to the maximum allowable positive value 0x7FFF.
+ */
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_negate_q15(
+ const q15_t * pSrc,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q15x8_t vecSrc;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = -A
+ * Negate and then store the results in the destination buffer.
+ */
+ vecSrc = vld1q(pSrc);
+ vst1q(pDst, vqnegq(vecSrc));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrc += 8;
+ pDst += 8;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 7;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vstrhq_p(pDst, vqnegq(vecSrc), p0);
+ }
+}
+
+#else
+void arm_negate_q15(
+ const q15_t * pSrc,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ q15_t in; /* Temporary input variable */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+#if defined (ARM_MATH_DSP)
+ q31_t in1; /* Temporary input variables */
+#endif
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = -A */
+
+#if defined (ARM_MATH_DSP)
+ /* Negate and store result in destination buffer (2 samples at a time). */
+ in1 = read_q15x2_ia (&pSrc);
+ write_q15x2_ia (&pDst, __QSUB16(0, in1));
+
+ in1 = read_q15x2_ia (&pSrc);
+ write_q15x2_ia (&pDst, __QSUB16(0, in1));
+#else
+ in = *pSrc++;
+ *pDst++ = (in == (q15_t) 0x8000) ? (q15_t) 0x7fff : -in;
+
+ in = *pSrc++;
+ *pDst++ = (in == (q15_t) 0x8000) ? (q15_t) 0x7fff : -in;
+
+ in = *pSrc++;
+ *pDst++ = (in == (q15_t) 0x8000) ? (q15_t) 0x7fff : -in;
+
+ in = *pSrc++;
+ *pDst++ = (in == (q15_t) 0x8000) ? (q15_t) 0x7fff : -in;
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = -A */
+
+ /* Negate and store result in destination buffer. */
+ in = *pSrc++;
+ *pDst++ = (in == (q15_t) 0x8000) ? (q15_t) 0x7fff : -in;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicNegate group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_q31.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_q31.c
new file mode 100644
index 0000000..3ee77ed
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_q31.c
@@ -0,0 +1,178 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_negate_q31.c
+ * Description: Negates Q31 vectors
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicNegate
+ @{
+ */
+
+/**
+ @brief Negates the elements of a Q31 vector.
+ @param[in] pSrc points to the input vector.
+ @param[out] pDst points to the output vector.
+ @param[in] blockSize number of samples in each vector.
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ The Q31 value -1 (0x80000000) is saturated to the maximum allowable positive value 0x7FFFFFFF.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_negate_q31(
+ const q31_t * pSrc,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q31x4_t vecSrc;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = -A
+ * Negate and then store the results in the destination buffer.
+ */
+ vecSrc = vld1q(pSrc);
+ vst1q(pDst, vqnegq(vecSrc));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrc += 4;
+ pDst += 4;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 3;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vstrwq_p(pDst, vqnegq(vecSrc), p0);
+ }
+}
+
+#else
+void arm_negate_q31(
+ const q31_t * pSrc,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ q31_t in; /* Temporary input variable */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = -A */
+
+ /* Negate and store result in destination buffer. */
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = __QSUB(0, in);
+#else
+ *pDst++ = (in == INT32_MIN) ? INT32_MAX : -in;
+#endif
+
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = __QSUB(0, in);
+#else
+ *pDst++ = (in == INT32_MIN) ? INT32_MAX : -in;
+#endif
+
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = __QSUB(0, in);
+#else
+ *pDst++ = (in == INT32_MIN) ? INT32_MAX : -in;
+#endif
+
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = __QSUB(0, in);
+#else
+ *pDst++ = (in == INT32_MIN) ? INT32_MAX : -in;
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = -A */
+
+ /* Negate and store result in destination buffer. */
+ in = *pSrc++;
+#if defined (ARM_MATH_DSP)
+ *pDst++ = __QSUB(0, in);
+#else
+ *pDst++ = (in == INT32_MIN) ? INT32_MAX : -in;
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicNegate group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_q7.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_q7.c
new file mode 100644
index 0000000..9fd3122
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_negate_q7.c
@@ -0,0 +1,171 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_negate_q7.c
+ * Description: Negates Q7 vectors
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicNegate
+ @{
+ */
+
+/**
+ @brief Negates the elements of a Q7 vector.
+ @param[in] pSrc points to the input vector.
+ @param[out] pDst points to the output vector.
+ @param[in] blockSize number of samples in each vector.
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ The Q7 value -1 (0x80) is saturated to the maximum allowable positive value 0x7F.
+ */
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_negate_q7(
+ const q7_t * pSrc,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q7x16_t vecSrc;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = -A
+ * Negate and then store the results in the destination buffer.
+ */
+ vecSrc = vld1q(pSrc);
+ vst1q(pDst, vqnegq(vecSrc));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrc += 16;
+ pDst += 16;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 0xF;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp8q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vstrbq_p(pDst, vqnegq(vecSrc), p0);
+ }
+}
+
+#else
+void arm_negate_q7(
+ const q7_t * pSrc,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ q7_t in; /* Temporary input variable */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+#if defined (ARM_MATH_DSP)
+ q31_t in1; /* Temporary input variable */
+#endif
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = -A */
+
+#if defined (ARM_MATH_DSP)
+ /* Negate and store result in destination buffer (4 samples at a time). */
+ in1 = read_q7x4_ia (&pSrc);
+ write_q7x4_ia (&pDst, __QSUB8(0, in1));
+#else
+ in = *pSrc++;
+ *pDst++ = (in == (q7_t) 0x80) ? (q7_t) 0x7f : -in;
+
+ in = *pSrc++;
+ *pDst++ = (in == (q7_t) 0x80) ? (q7_t) 0x7f : -in;
+
+ in = *pSrc++;
+ *pDst++ = (in == (q7_t) 0x80) ? (q7_t) 0x7f : -in;
+
+ in = *pSrc++;
+ *pDst++ = (in == (q7_t) 0x80) ? (q7_t) 0x7f : -in;
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = -A */
+
+ /* Negate and store result in destination buffer. */
+ in = *pSrc++;
+
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (q7_t) __QSUB8(0, in);
+#else
+ *pDst++ = (in == (q7_t) 0x80) ? (q7_t) 0x7f : -in;
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicNegate group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_not_u16.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_not_u16.c
new file mode 100644
index 0000000..e553d28
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_not_u16.c
@@ -0,0 +1,130 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_not_u16.c
+ * Description: uint16_t bitwise NOT
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup Not Vector bitwise NOT
+
+ Compute the logical bitwise NOT.
+
+ There are separate functions for uint32_t, uint16_t, and uint8_t data types.
+ */
+
+/**
+ @addtogroup Not
+ @{
+ */
+
+/**
+ @brief Compute the logical bitwise NOT of a fixed-point vector.
+ @param[in] pSrc points to input vector
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_not_u16(
+ const uint16_t * pSrc,
+ uint16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint16x8_t vecSrc;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3;
+
+ while (blkCnt > 0U)
+ {
+ vecSrc = vld1q(pSrc);
+
+ vst1q(pDst, vmvnq_u16(vecSrc) );
+
+ pSrc += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 7;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vstrhq_p(pDst, vmvnq_u16(vecSrc), p0);
+ }
+#else
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint16x8_t inV;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3U;
+
+ while (blkCnt > 0U)
+ {
+ inV = vld1q_u16(pSrc);
+
+ vst1q_u16(pDst, vmvnq_u16(inV) );
+
+ pSrc += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 7;
+#else
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+#endif
+
+ while (blkCnt > 0U)
+ {
+ *pDst++ = ~(*pSrc++);
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+#endif /* if defined(ARM_MATH_MVEI) */
+}
+
+/**
+ @} end of Not group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_not_u32.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_not_u32.c
new file mode 100644
index 0000000..f46284c
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_not_u32.c
@@ -0,0 +1,122 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_not_u32.c
+ * Description: uint32_t bitwise NOT
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup Not
+ @{
+ */
+
+/**
+ @brief Compute the logical bitwise NOT of a fixed-point vector.
+ @param[in] pSrc points to input vector
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_not_u32(
+ const uint32_t * pSrc,
+ uint32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint32x4_t vecSrc;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 2;
+
+ while (blkCnt > 0U)
+ {
+ vecSrc = vld1q(pSrc);
+
+ vst1q(pDst, vmvnq_u32(vecSrc) );
+
+ pSrc += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 3;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vstrwq_p(pDst, vmvnq_u32(vecSrc), p0);
+ }
+#else
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint32x4_t inV;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ inV = vld1q_u32(pSrc);
+
+ vst1q_u32(pDst, vmvnq_u32(inV) );
+
+ pSrc += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 3;
+#else
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+#endif
+
+ while (blkCnt > 0U)
+ {
+ *pDst++ = ~(*pSrc++);
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+#endif /* if defined(ARM_MATH_MVEI) */
+}
+
+/**
+ @} end of Not group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_not_u8.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_not_u8.c
new file mode 100644
index 0000000..e068283
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_not_u8.c
@@ -0,0 +1,122 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_not_u8.c
+ * Description: uint8_t bitwise NOT
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup Not
+ @{
+ */
+
+/**
+ @brief Compute the logical bitwise NOT of a fixed-point vector.
+ @param[in] pSrc points to input vector
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_not_u8(
+ const uint8_t * pSrc,
+ uint8_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint8x16_t vecSrc;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4;
+
+ while (blkCnt > 0U)
+ {
+ vecSrc = vld1q(pSrc);
+
+ vst1q(pDst, vmvnq_u8(vecSrc) );
+
+ pSrc += 16;
+ pDst += 16;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0xF;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp8q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vstrbq_p(pDst, vmvnq_u8(vecSrc), p0);
+ }
+#else
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint8x16_t inV;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4U;
+
+ while (blkCnt > 0U)
+ {
+ inV = vld1q_u8(pSrc);
+
+ vst1q_u8(pDst, vmvnq_u8(inV) );
+
+ pSrc += 16;
+ pDst += 16;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0xF;
+#else
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+#endif
+
+ while (blkCnt > 0U)
+ {
+ *pDst++ = ~(*pSrc++);
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+#endif /* if defined(ARM_MATH_MVEI) */
+}
+
+/**
+ @} end of Not group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_f16.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_f16.c
new file mode 100644
index 0000000..9aeb1e7
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_f16.c
@@ -0,0 +1,170 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_offset_f16.c
+ * Description: Floating-point vector offset
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions_f16.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicOffset Vector Offset
+
+ Adds a constant offset to each element of a vector.
+
+ <pre>
+ pDst[n] = pSrc[n] + offset, 0 <= n < blockSize.
+ </pre>
+
+ The functions support in-place computation allowing the source and
+ destination pointers to reference the same memory buffer.
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicOffset
+ @{
+ */
+
+/**
+ @brief Adds a constant offset to a floating-point vector.
+ @param[in] pSrc points to the input vector
+ @param[in] offset is the offset to be added
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+#if defined(ARM_MATH_MVE_FLOAT16) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_offset_f16(
+ const float16_t * pSrc,
+ float16_t offset,
+ float16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ f16x8_t vec1;
+ f16x8_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 3U;
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+ /* Add offset and then store the results in the destination buffer. */
+ vec1 = vld1q(pSrc);
+ res = vaddq(vec1,offset);
+ vst1q(pDst, res);
+
+ /* Increment pointers */
+ pSrc += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x7;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vec1 = vld1q((float16_t const *) pSrc);
+ vstrhq_p(pDst, vaddq(vec1, offset), p0);
+ }
+
+
+}
+
+#else
+#if defined(ARM_FLOAT16_SUPPORTED)
+void arm_offset_f16(
+ const float16_t * pSrc,
+ float16_t offset,
+ float16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+
+#if defined (ARM_MATH_LOOPUNROLL) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+ /* Add offset and store result in destination buffer. */
+ *pDst++ = (_Float16)(*pSrc++) + (_Float16)offset;
+
+ *pDst++ = (_Float16)(*pSrc++) + (_Float16)offset;
+
+ *pDst++ = (_Float16)(*pSrc++) + (_Float16)offset;
+
+ *pDst++ = (_Float16)(*pSrc++) + (_Float16)offset;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+ /* Add offset and store result in destination buffer. */
+ *pDst++ = (_Float16)(*pSrc++) + (_Float16)offset;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+/**
+ @} end of BasicOffset group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_f32.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_f32.c
new file mode 100644
index 0000000..a68df05
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_f32.c
@@ -0,0 +1,196 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_offset_f32.c
+ * Description: Floating-point vector offset
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicOffset Vector Offset
+
+ Adds a constant offset to each element of a vector.
+
+ <pre>
+ pDst[n] = pSrc[n] + offset, 0 <= n < blockSize.
+ </pre>
+
+ The functions support in-place computation allowing the source and
+ destination pointers to reference the same memory buffer.
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicOffset
+ @{
+ */
+
+/**
+ @brief Adds a constant offset to a floating-point vector.
+ @param[in] pSrc points to the input vector
+ @param[in] offset is the offset to be added
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_offset_f32(
+ const float32_t * pSrc,
+ float32_t offset,
+ float32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ f32x4_t vec1;
+ f32x4_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+ /* Add offset and then store the results in the destination buffer. */
+ vec1 = vld1q(pSrc);
+ res = vaddq(vec1,offset);
+ vst1q(pDst, res);
+
+ /* Increment pointers */
+ pSrc += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vec1 = vld1q((float32_t const *) pSrc);
+ vstrwq_p(pDst, vaddq(vec1, offset), p0);
+ }
+
+
+}
+
+#else
+void arm_offset_f32(
+ const float32_t * pSrc,
+ float32_t offset,
+ float32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_NEON_EXPERIMENTAL) && !defined(ARM_MATH_AUTOVECTORIZE)
+ f32x4_t vec1;
+ f32x4_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+ /* Add offset and then store the results in the destination buffer. */
+ vec1 = vld1q_f32(pSrc);
+ res = vaddq_f32(vec1,vdupq_n_f32(offset));
+ vst1q_f32(pDst, res);
+
+ /* Increment pointers */
+ pSrc += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+#else
+#if defined (ARM_MATH_LOOPUNROLL) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+ /* Add offset and store result in destination buffer. */
+ *pDst++ = (*pSrc++) + offset;
+
+ *pDst++ = (*pSrc++) + offset;
+
+ *pDst++ = (*pSrc++) + offset;
+
+ *pDst++ = (*pSrc++) + offset;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+#endif /* #if defined(ARM_MATH_NEON_EXPERIMENTAL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+ /* Add offset and store result in destination buffer. */
+ *pDst++ = (*pSrc++) + offset;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+/**
+ @} end of BasicOffset group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_f64.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_f64.c
new file mode 100644
index 0000000..0b39da4
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_f64.c
@@ -0,0 +1,75 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_offset_f64.c
+ * Description: Floating-point vector offset
+ *
+ * $Date: 13 September 2021
+ * $Revision: V1.10.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicOffset
+ @{
+ */
+
+/**
+ @brief Adds a constant offset to a floating-point vector.
+ @param[in] pSrc points to the input vector
+ @param[in] offset is the offset to be added
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_offset_f64(
+ const float64_t * pSrc,
+ float64_t offset,
+ float64_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+ /* Add offset and store result in destination buffer. */
+ *pDst++ = (*pSrc++) + offset;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+
+/**
+ @} end of BasicOffset group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_q15.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_q15.c
new file mode 100644
index 0000000..211776d
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_q15.c
@@ -0,0 +1,168 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_offset_q15.c
+ * Description: Q15 vector offset
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicOffset
+ @{
+ */
+
+/**
+ @brief Adds a constant offset to a Q15 vector.
+ @param[in] pSrc points to the input vector
+ @param[in] offset is the offset to be added
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q15 range [0x8000 0x7FFF] are saturated.
+ */
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_offset_q15(
+ const q15_t * pSrc,
+ q15_t offset,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q15x8_t vecSrc;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A + offset
+ * Add offset and then store the result in the destination buffer.
+ */
+ vecSrc = vld1q(pSrc);
+ vst1q(pDst, vqaddq(vecSrc, offset));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrc += 8;
+ pDst += 8;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 7;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vstrhq_p(pDst, vqaddq(vecSrc, offset), p0);
+ }
+}
+
+
+#else
+void arm_offset_q15(
+ const q15_t * pSrc,
+ q15_t offset,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+#if defined (ARM_MATH_DSP)
+ q31_t offset_packed; /* Offset packed to 32 bit */
+
+ /* Offset is packed to 32 bit in order to use SIMD32 for addition */
+ offset_packed = __PKHBT(offset, offset, 16);
+#endif
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+#if defined (ARM_MATH_DSP)
+ /* Add offset and store result in destination buffer (2 samples at a time). */
+ write_q15x2_ia (&pDst, __QADD16(read_q15x2_ia (&pSrc), offset_packed));
+ write_q15x2_ia (&pDst, __QADD16(read_q15x2_ia (&pSrc), offset_packed));
+#else
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrc++ + offset), 16);
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrc++ + offset), 16);
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrc++ + offset), 16);
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrc++ + offset), 16);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+ /* Add offset and store result in destination buffer. */
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (q15_t) __QADD16(*pSrc++, offset);
+#else
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrc++ + offset), 16);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicOffset group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_q31.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_q31.c
new file mode 100644
index 0000000..2f702b0
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_q31.c
@@ -0,0 +1,159 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_offset_q31.c
+ * Description: Q31 vector offset
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicOffset
+ @{
+ */
+
+/**
+ @brief Adds a constant offset to a Q31 vector.
+ @param[in] pSrc points to the input vector
+ @param[in] offset is the offset to be added
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q31 range [0x80000000 0x7FFFFFFF] are saturated.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_offset_q31(
+ const q31_t * pSrc,
+ q31_t offset,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q31x4_t vecSrc;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A + offset
+ * Add offset and then store the result in the destination buffer.
+ */
+ vecSrc = vld1q(pSrc);
+ vst1q(pDst, vqaddq(vecSrc, offset));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrc += 4;
+ pDst += 4;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 3;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vstrwq_p(pDst, vqaddq(vecSrc, offset), p0);
+ }
+}
+
+#else
+void arm_offset_q31(
+ const q31_t * pSrc,
+ q31_t offset,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+ /* Add offset and store result in destination buffer. */
+ *pDst++ = __QADD(*pSrc++, offset);
+
+ *pDst++ = __QADD(*pSrc++, offset);
+
+ *pDst++ = __QADD(*pSrc++, offset);
+
+ *pDst++ = __QADD(*pSrc++, offset);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+ /* Add offset and store result in destination buffer. */
+#if defined (ARM_MATH_DSP)
+ *pDst++ = __QADD(*pSrc++, offset);
+#else
+ *pDst++ = (q31_t) clip_q63_to_q31((q63_t) * pSrc++ + offset);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicOffset group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_q7.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_q7.c
new file mode 100644
index 0000000..b53229d
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_offset_q7.c
@@ -0,0 +1,162 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_offset_q7.c
+ * Description: Q7 vector offset
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicOffset
+ @{
+ */
+
+/**
+ @brief Adds a constant offset to a Q7 vector.
+ @param[in] pSrc points to the input vector
+ @param[in] offset is the offset to be added
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q7 range [0x80 0x7F] are saturated.
+ */
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_offset_q7(
+ const q7_t * pSrc,
+ q7_t offset,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q7x16_t vecSrc;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A + offset
+ * Add offset and then store the result in the destination buffer.
+ */
+ vecSrc = vld1q(pSrc);
+ vst1q(pDst, vqaddq(vecSrc, offset));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrc += 16;
+ pDst += 16;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 0xF;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp8q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vstrbq_p(pDst, vqaddq(vecSrc, offset), p0);
+ }
+}
+
+#else
+void arm_offset_q7(
+ const q7_t * pSrc,
+ q7_t offset,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+#if defined (ARM_MATH_DSP)
+ q31_t offset_packed; /* Offset packed to 32 bit */
+
+ /* Offset is packed to 32 bit in order to use SIMD32 for addition */
+ offset_packed = __PACKq7(offset, offset, offset, offset);
+#endif
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+#if defined (ARM_MATH_DSP)
+ /* Add offset and store result in destination buffer (4 samples at a time). */
+ write_q7x4_ia (&pDst, __QADD8(read_q7x4_ia (&pSrc), offset_packed));
+#else
+ *pDst++ = (q7_t) __SSAT((q15_t) *pSrc++ + offset, 8);
+ *pDst++ = (q7_t) __SSAT((q15_t) *pSrc++ + offset, 8);
+ *pDst++ = (q7_t) __SSAT((q15_t) *pSrc++ + offset, 8);
+ *pDst++ = (q7_t) __SSAT((q15_t) *pSrc++ + offset, 8);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+ /* Add offset and store result in destination buffer. */
+ *pDst++ = (q7_t) __SSAT((q15_t) *pSrc++ + offset, 8);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicOffset group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_or_u16.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_or_u16.c
new file mode 100644
index 0000000..92d2803
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_or_u16.c
@@ -0,0 +1,137 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_or_u16.c
+ * Description: uint16_t bitwise inclusive OR
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup Or Vector bitwise inclusive OR
+
+ Compute the logical bitwise OR.
+
+ There are separate functions for uint32_t, uint16_t, and uint8_t data types.
+ */
+
+/**
+ @addtogroup Or
+ @{
+ */
+
+/**
+ @brief Compute the logical bitwise OR of two fixed-point vectors.
+ @param[in] pSrcA points to input vector A
+ @param[in] pSrcB points to input vector B
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_or_u16(
+ const uint16_t * pSrcA,
+ const uint16_t * pSrcB,
+ uint16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint16x8_t vecSrcA, vecSrcB;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3;
+
+ while (blkCnt > 0U)
+ {
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+
+ vst1q(pDst, vorrq_u16(vecSrcA, vecSrcB) );
+
+ pSrcA += 8;
+ pSrcB += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 7;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+ vstrhq_p(pDst, vorrq_u16(vecSrcA, vecSrcB), p0);
+ }
+#else
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint16x8_t vecA, vecB;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3U;
+
+ while (blkCnt > 0U)
+ {
+ vecA = vld1q_u16(pSrcA);
+ vecB = vld1q_u16(pSrcB);
+
+ vst1q_u16(pDst, vorrq_u16(vecA, vecB) );
+
+ pSrcA += 8;
+ pSrcB += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 7;
+#else
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+#endif
+
+ while (blkCnt > 0U)
+ {
+ *pDst++ = (*pSrcA++)|(*pSrcB++);
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+#endif /* if defined(ARM_MATH_MVEI) */
+}
+
+/**
+ @} end of Or group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_or_u32.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_or_u32.c
new file mode 100644
index 0000000..14cc83b
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_or_u32.c
@@ -0,0 +1,128 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_or_u32.c
+ * Description: uint32_t bitwise inclusive OR
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup Or
+ @{
+ */
+
+/**
+ @brief Compute the logical bitwise OR of two fixed-point vectors.
+ @param[in] pSrcA points to input vector A
+ @param[in] pSrcB points to input vector B
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_or_u32(
+ const uint32_t * pSrcA,
+ const uint32_t * pSrcB,
+ uint32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint32x4_t vecSrcA, vecSrcB;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2;
+
+ while (blkCnt > 0U)
+ {
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+
+ vst1q(pDst, vorrq_u32(vecSrcA, vecSrcB) );
+
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 3;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+ vstrwq_p(pDst, vorrq_u32(vecSrcA, vecSrcB), p0);
+ }
+#else
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint32x4_t vecA, vecB;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ vecA = vld1q_u32(pSrcA);
+ vecB = vld1q_u32(pSrcB);
+
+ vst1q_u32(pDst, vorrq_u32(vecA, vecB) );
+
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 3;
+#else
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+#endif
+
+ while (blkCnt > 0U)
+ {
+ *pDst++ = (*pSrcA++)|(*pSrcB++);
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+#endif /* if defined(ARM_MATH_MVEI) */
+}
+/**
+ @} end of Or group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_or_u8.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_or_u8.c
new file mode 100644
index 0000000..beee07b
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_or_u8.c
@@ -0,0 +1,128 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_or_u8.c
+ * Description: uint8_t bitwise inclusive OR
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup Or
+ @{
+ */
+
+/**
+ @brief Compute the logical bitwise OR of two fixed-point vectors.
+ @param[in] pSrcA points to input vector A
+ @param[in] pSrcB points to input vector B
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_or_u8(
+ const uint8_t * pSrcA,
+ const uint8_t * pSrcB,
+ uint8_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint8x16_t vecSrcA, vecSrcB;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4;
+
+ while (blkCnt > 0U)
+ {
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+
+ vst1q(pDst, vorrq_u8(vecSrcA, vecSrcB) );
+
+ pSrcA += 16;
+ pSrcB += 16;
+ pDst += 16;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0xF;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp8q(blkCnt);
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+ vstrbq_p(pDst, vorrq_u8(vecSrcA, vecSrcB), p0);
+ }
+#else
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint8x16_t vecA, vecB;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4U;
+
+ while (blkCnt > 0U)
+ {
+ vecA = vld1q_u8(pSrcA);
+ vecB = vld1q_u8(pSrcB);
+
+ vst1q_u8(pDst, vorrq_u8(vecA, vecB) );
+
+ pSrcA += 16;
+ pSrcB += 16;
+ pDst += 16;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0xF;
+#else
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+#endif
+
+ while (blkCnt > 0U)
+ {
+ *pDst++ = (*pSrcA++)|(*pSrcB++);
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+#endif /* if defined(ARM_MATH_MVEI) */
+}
+/**
+ @} end of Or group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_f16.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_f16.c
new file mode 100644
index 0000000..b4b1c33
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_f16.c
@@ -0,0 +1,183 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_scale_f16.c
+ * Description: Multiplies a floating-point vector by a scalar
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions_f16.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicScale Vector Scale
+
+ Multiply a vector by a scalar value. For floating-point data, the algorithm used is:
+
+ <pre>
+ pDst[n] = pSrc[n] * scale, 0 <= n < blockSize.
+ </pre>
+
+ In the fixed-point Q7, Q15, and Q31 functions, <code>scale</code> is represented by
+ a fractional multiplication <code>scaleFract</code> and an arithmetic shift <code>shift</code>.
+ The shift allows the gain of the scaling operation to exceed 1.0.
+ The algorithm used with fixed-point data is:
+
+ <pre>
+ pDst[n] = (pSrc[n] * scaleFract) << shift, 0 <= n < blockSize.
+ </pre>
+
+ The overall scale factor applied to the fixed-point data is
+ <pre>
+ scale = scaleFract * 2^shift.
+ </pre>
+
+ The functions support in-place computation allowing the source and destination
+ pointers to reference the same memory buffer.
+ */
+
+/**
+ @addtogroup BasicScale
+ @{
+ */
+
+/**
+ @brief Multiplies a floating-point vector by a scalar.
+ @param[in] pSrc points to the input vector
+ @param[in] scale scale factor to be applied
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+#if defined(ARM_MATH_MVE_FLOAT16) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_scale_f16(
+ const float16_t * pSrc,
+ float16_t scale,
+ float16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ f16x8_t vec1;
+ f16x8_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 3U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+ /* Add offset and then store the results in the destination buffer. */
+ vec1 = vld1q(pSrc);
+ res = vmulq(vec1,scale);
+ vst1q(pDst, res);
+
+ /* Increment pointers */
+ pSrc += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x7;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vec1 = vld1q((float16_t const *) pSrc);
+ vstrhq_p(pDst, vmulq(vec1, scale), p0);
+ }
+
+
+}
+
+#else
+#if defined(ARM_FLOAT16_SUPPORTED)
+void arm_scale_f16(
+ const float16_t *pSrc,
+ float16_t scale,
+ float16_t *pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * scale */
+
+ /* Scale input and store result in destination buffer. */
+ *pDst++ = (_Float16)(*pSrc++) * (_Float16)scale;
+
+ *pDst++ = (_Float16)(*pSrc++) * (_Float16)scale;
+
+ *pDst++ = (_Float16)(*pSrc++) * (_Float16)scale;
+
+ *pDst++ = (_Float16)(*pSrc++) * (_Float16)scale;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * scale */
+
+ /* Scale input and store result in destination buffer. */
+ *pDst++ = (_Float16)(*pSrc++) * (_Float16)scale;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+/**
+ @} end of BasicScale group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_f32.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_f32.c
new file mode 100644
index 0000000..59bc813
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_f32.c
@@ -0,0 +1,216 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_scale_f32.c
+ * Description: Multiplies a floating-point vector by a scalar
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicScale Vector Scale
+
+ Multiply a vector by a scalar value. For floating-point data, the algorithm used is:
+
+ <pre>
+ pDst[n] = pSrc[n] * scale, 0 <= n < blockSize.
+ </pre>
+
+ In the fixed-point Q7, Q15, and Q31 functions, <code>scale</code> is represented by
+ a fractional multiplication <code>scaleFract</code> and an arithmetic shift <code>shift</code>.
+ The shift allows the gain of the scaling operation to exceed 1.0.
+ The algorithm used with fixed-point data is:
+
+ <pre>
+ pDst[n] = (pSrc[n] * scaleFract) << shift, 0 <= n < blockSize.
+ </pre>
+
+ The overall scale factor applied to the fixed-point data is
+ <pre>
+ scale = scaleFract * 2^shift.
+ </pre>
+
+ The functions support in-place computation allowing the source and destination
+ pointers to reference the same memory buffer.
+ */
+
+/**
+ @addtogroup BasicScale
+ @{
+ */
+
+/**
+ @brief Multiplies a floating-point vector by a scalar.
+ @param[in] pSrc points to the input vector
+ @param[in] scale scale factor to be applied
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_scale_f32(
+ const float32_t * pSrc,
+ float32_t scale,
+ float32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ f32x4_t vec1;
+ f32x4_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + offset */
+
+ /* Add offset and then store the results in the destination buffer. */
+ vec1 = vld1q(pSrc);
+ res = vmulq(vec1,scale);
+ vst1q(pDst, res);
+
+ /* Increment pointers */
+ pSrc += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vec1 = vld1q((float32_t const *) pSrc);
+ vstrwq_p(pDst, vmulq(vec1, scale), p0);
+ }
+
+
+}
+
+#else
+void arm_scale_f32(
+ const float32_t *pSrc,
+ float32_t scale,
+ float32_t *pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+#if defined(ARM_MATH_NEON_EXPERIMENTAL)
+ f32x4_t vec1;
+ f32x4_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * scale */
+
+ /* Scale the input and then store the results in the destination buffer. */
+ vec1 = vld1q_f32(pSrc);
+ res = vmulq_f32(vec1, vdupq_n_f32(scale));
+ vst1q_f32(pDst, res);
+
+ /* Increment pointers */
+ pSrc += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+#else
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ float32_t in1, in2, in3, in4;
+
+ /* C = A * scale */
+
+ /* Scale input and store result in destination buffer. */
+ in1 = (*pSrc++) * scale;
+
+ in2 = (*pSrc++) * scale;
+
+ in3 = (*pSrc++) * scale;
+
+ in4 = (*pSrc++) * scale;
+
+ *pDst++ = in1;
+ *pDst++ = in2;
+ *pDst++ = in3;
+ *pDst++ = in4;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+#endif /* #if defined(ARM_MATH_NEON_EXPERIMENTAL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * scale */
+
+ /* Scale input and store result in destination buffer. */
+ *pDst++ = (*pSrc++) * scale;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+/**
+ @} end of BasicScale group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_f64.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_f64.c
new file mode 100644
index 0000000..cb2452b
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_f64.c
@@ -0,0 +1,75 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_scale_f64.c
+ * Description: Multiplies a floating-point vector by a scalar
+ *
+ * $Date: 13 September 2021
+ * $Revision: V1.10.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicScale
+ @{
+ */
+
+/**
+ @brief Multiplies a floating-point vector by a scalar.
+ @param[in] pSrc points to the input vector
+ @param[in] scale scale factor to be applied
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_scale_f64(
+ const float64_t *pSrc,
+ float64_t scale,
+ float64_t *pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * scale */
+
+ /* Scale input and store result in destination buffer. */
+ *pDst++ = (*pSrc++) * scale;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+
+/**
+ @} end of BasicScale group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_q15.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_q15.c
new file mode 100644
index 0000000..fbad607
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_q15.c
@@ -0,0 +1,201 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_scale_q15.c
+ * Description: Multiplies a Q15 vector by a scalar
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicScale
+ @{
+ */
+
+/**
+ @brief Multiplies a Q15 vector by a scalar.
+ @param[in] pSrc points to the input vector
+ @param[in] scaleFract fractional portion of the scale value
+ @param[in] shift number of bits to shift the result by
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The input data <code>*pSrc</code> and <code>scaleFract</code> are in 1.15 format.
+ These are multiplied to yield a 2.30 intermediate result and this is shifted with saturation to 1.15 format.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_scale_q15(
+ const q15_t * pSrc,
+ q15_t scaleFract,
+ int8_t shift,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q15x8_t vecSrc;
+ q15x8_t vecDst;
+
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3;
+
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A * scale
+ * Scale the input and then store the result in the destination buffer.
+ */
+ vecSrc = vld1q(pSrc);
+ vecDst = vmulhq(vecSrc, vdupq_n_s16(scaleFract));
+ vecDst = vqshlq_r(vecDst, shift + 1);
+ vst1q(pDst, vecDst);
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrc += 8;
+ pDst += 8;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 7;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);;
+ vecSrc = vld1q(pSrc);
+ vecDst = vmulhq(vecSrc, vdupq_n_s16(scaleFract));
+ vecDst = vqshlq_r(vecDst, shift + 1);
+ vstrhq_p(pDst, vecDst, p0);
+ }
+
+}
+
+
+#else
+void arm_scale_q15(
+ const q15_t *pSrc,
+ q15_t scaleFract,
+ int8_t shift,
+ q15_t *pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ int8_t kShift = 15 - shift; /* Shift to apply after scaling */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+#if defined (ARM_MATH_DSP)
+ q31_t inA1, inA2;
+ q31_t out1, out2, out3, out4; /* Temporary output variables */
+ q15_t in1, in2, in3, in4; /* Temporary input variables */
+#endif
+#endif
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * scale */
+
+#if defined (ARM_MATH_DSP)
+ /* read 2 times 2 samples at a time from source */
+ inA1 = read_q15x2_ia (&pSrc);
+ inA2 = read_q15x2_ia (&pSrc);
+
+ /* Scale inputs and store result in temporary variables
+ * in single cycle by packing the outputs */
+ out1 = (q31_t) ((q15_t) (inA1 >> 16) * scaleFract);
+ out2 = (q31_t) ((q15_t) (inA1 ) * scaleFract);
+ out3 = (q31_t) ((q15_t) (inA2 >> 16) * scaleFract);
+ out4 = (q31_t) ((q15_t) (inA2 ) * scaleFract);
+
+ /* apply shifting */
+ out1 = out1 >> kShift;
+ out2 = out2 >> kShift;
+ out3 = out3 >> kShift;
+ out4 = out4 >> kShift;
+
+ /* saturate the output */
+ in1 = (q15_t) (__SSAT(out1, 16));
+ in2 = (q15_t) (__SSAT(out2, 16));
+ in3 = (q15_t) (__SSAT(out3, 16));
+ in4 = (q15_t) (__SSAT(out4, 16));
+
+ /* store result to destination */
+ write_q15x2_ia (&pDst, __PKHBT(in2, in1, 16));
+ write_q15x2_ia (&pDst, __PKHBT(in4, in3, 16));
+#else
+ *pDst++ = (q15_t) (__SSAT(((q31_t) *pSrc++ * scaleFract) >> kShift, 16));
+ *pDst++ = (q15_t) (__SSAT(((q31_t) *pSrc++ * scaleFract) >> kShift, 16));
+ *pDst++ = (q15_t) (__SSAT(((q31_t) *pSrc++ * scaleFract) >> kShift, 16));
+ *pDst++ = (q15_t) (__SSAT(((q31_t) *pSrc++ * scaleFract) >> kShift, 16));
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * scale */
+
+ /* Scale input and store result in destination buffer. */
+ *pDst++ = (q15_t) (__SSAT(((q31_t) *pSrc++ * scaleFract) >> kShift, 16));
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicScale group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_q31.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_q31.c
new file mode 100644
index 0000000..4e28441
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_q31.c
@@ -0,0 +1,244 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_scale_q31.c
+ * Description: Multiplies a Q31 vector by a scalar
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicScale
+ @{
+ */
+
+/**
+ @brief Multiplies a Q31 vector by a scalar.
+ @param[in] pSrc points to the input vector
+ @param[in] scaleFract fractional portion of the scale value
+ @param[in] shift number of bits to shift the result by
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The input data <code>*pSrc</code> and <code>scaleFract</code> are in 1.31 format.
+ These are multiplied to yield a 2.62 intermediate result and this is shifted with saturation to 1.31 format.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_scale_q31(
+ const q31_t * pSrc,
+ q31_t scaleFract,
+ int8_t shift,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q31x4_t vecSrc;
+ q31x4_t vecDst;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A * scale
+ * Scale the input and then store the result in the destination buffer.
+ */
+ vecSrc = vld1q(pSrc);
+ vecDst = vmulhq(vecSrc, vdupq_n_s32(scaleFract));
+ vecDst = vqshlq_r(vecDst, shift + 1);
+ vst1q(pDst, vecDst);
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrc += 4;
+ pDst += 4;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 3;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vecDst = vmulhq(vecSrc, vdupq_n_s32(scaleFract));
+ vecDst = vqshlq_r(vecDst, shift + 1);
+ vstrwq_p(pDst, vecDst, p0);
+ }
+}
+
+#else
+void arm_scale_q31(
+ const q31_t *pSrc,
+ q31_t scaleFract,
+ int8_t shift,
+ q31_t *pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ q31_t in, out; /* Temporary variables */
+ int8_t kShift = shift + 1; /* Shift to apply after scaling */
+ int8_t sign = (kShift & 0x80);
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ if (sign == 0U)
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A * scale */
+
+ /* Scale input and store result in destination buffer. */
+ in = *pSrc++; /* read input from source */
+ in = ((q63_t) in * scaleFract) >> 32; /* multiply input with scaler value */
+ out = in << kShift; /* apply shifting */
+ if (in != (out >> kShift)) /* saturate the result */
+ out = 0x7FFFFFFF ^ (in >> 31);
+ *pDst++ = out; /* Store result destination */
+
+ in = *pSrc++;
+ in = ((q63_t) in * scaleFract) >> 32;
+ out = in << kShift;
+ if (in != (out >> kShift))
+ out = 0x7FFFFFFF ^ (in >> 31);
+ *pDst++ = out;
+
+ in = *pSrc++;
+ in = ((q63_t) in * scaleFract) >> 32;
+ out = in << kShift;
+ if (in != (out >> kShift))
+ out = 0x7FFFFFFF ^ (in >> 31);
+ *pDst++ = out;
+
+ in = *pSrc++;
+ in = ((q63_t) in * scaleFract) >> 32;
+ out = in << kShift;
+ if (in != (out >> kShift))
+ out = 0x7FFFFFFF ^ (in >> 31);
+ *pDst++ = out;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+ else
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A * scale */
+
+ /* Scale input and store result in destination buffer. */
+ in = *pSrc++; /* read four inputs from source */
+ in = ((q63_t) in * scaleFract) >> 32; /* multiply input with scaler value */
+ out = in >> -kShift; /* apply shifting */
+ *pDst++ = out; /* Store result destination */
+
+ in = *pSrc++;
+ in = ((q63_t) in * scaleFract) >> 32;
+ out = in >> -kShift;
+ *pDst++ = out;
+
+ in = *pSrc++;
+ in = ((q63_t) in * scaleFract) >> 32;
+ out = in >> -kShift;
+ *pDst++ = out;
+
+ in = *pSrc++;
+ in = ((q63_t) in * scaleFract) >> 32;
+ out = in >> -kShift;
+ *pDst++ = out;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ if (sign == 0U)
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A * scale */
+
+ /* Scale input and store result in destination buffer. */
+ in = *pSrc++;
+ in = ((q63_t) in * scaleFract) >> 32;
+ out = in << kShift;
+ if (in != (out >> kShift))
+ out = 0x7FFFFFFF ^ (in >> 31);
+ *pDst++ = out;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+ else
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A * scale */
+
+ /* Scale input and store result in destination buffer. */
+ in = *pSrc++;
+ in = ((q63_t) in * scaleFract) >> 32;
+ out = in >> -kShift;
+ *pDst++ = out;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicScale group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_q7.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_q7.c
new file mode 100644
index 0000000..5bb4580
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_scale_q7.c
@@ -0,0 +1,186 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_scale_q7.c
+ * Description: Multiplies a Q7 vector by a scalar
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicScale
+ @{
+ */
+
+/**
+ @brief Multiplies a Q7 vector by a scalar.
+ @param[in] pSrc points to the input vector
+ @param[in] scaleFract fractional portion of the scale value
+ @param[in] shift number of bits to shift the result by
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The input data <code>*pSrc</code> and <code>scaleFract</code> are in 1.7 format.
+ These are multiplied to yield a 2.14 intermediate result and this is shifted with saturation to 1.7 format.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+
+void arm_scale_q7(
+ const q7_t * pSrc,
+ q7_t scaleFract,
+ int8_t shift,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q7x16_t vecSrc;
+ q7x16_t vecDst;
+
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4;
+
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A * scale
+ * Scale the input and then store the result in the destination buffer.
+ */
+ vecSrc = vld1q(pSrc);
+ vecDst = vmulhq(vecSrc, vdupq_n_s8(scaleFract));
+ vecDst = vqshlq_r(vecDst, shift + 1);
+ vst1q(pDst, vecDst);
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrc += 16;
+ pDst += 16;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 0xF;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp8q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vecDst = vmulhq(vecSrc, vdupq_n_s8(scaleFract));
+ vecDst = vqshlq_r(vecDst, shift + 1);
+ vstrbq_p(pDst, vecDst, p0);
+ }
+
+}
+
+#else
+void arm_scale_q7(
+ const q7_t * pSrc,
+ q7_t scaleFract,
+ int8_t shift,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ int8_t kShift = 7 - shift; /* Shift to apply after scaling */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+#if defined (ARM_MATH_DSP)
+ q7_t in1, in2, in3, in4; /* Temporary input variables */
+ q7_t out1, out2, out3, out4; /* Temporary output variables */
+#endif
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * scale */
+
+#if defined (ARM_MATH_DSP)
+ /* Reading 4 inputs from memory */
+ in1 = *pSrc++;
+ in2 = *pSrc++;
+ in3 = *pSrc++;
+ in4 = *pSrc++;
+
+ /* Scale inputs and store result in the temporary variable. */
+ out1 = (q7_t) (__SSAT(((in1) * scaleFract) >> kShift, 8));
+ out2 = (q7_t) (__SSAT(((in2) * scaleFract) >> kShift, 8));
+ out3 = (q7_t) (__SSAT(((in3) * scaleFract) >> kShift, 8));
+ out4 = (q7_t) (__SSAT(((in4) * scaleFract) >> kShift, 8));
+
+ /* Pack and store result in destination buffer (in single write) */
+ write_q7x4_ia (&pDst, __PACKq7(out1, out2, out3, out4));
+#else
+ *pDst++ = (q7_t) (__SSAT((((q15_t) *pSrc++ * scaleFract) >> kShift), 8));
+ *pDst++ = (q7_t) (__SSAT((((q15_t) *pSrc++ * scaleFract) >> kShift), 8));
+ *pDst++ = (q7_t) (__SSAT((((q15_t) *pSrc++ * scaleFract) >> kShift), 8));
+ *pDst++ = (q7_t) (__SSAT((((q15_t) *pSrc++ * scaleFract) >> kShift), 8));
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A * scale */
+
+ /* Scale input and store result in destination buffer. */
+ *pDst++ = (q7_t) (__SSAT((((q15_t) *pSrc++ * scaleFract) >> kShift), 8));
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicScale group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_shift_q15.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_shift_q15.c
new file mode 100644
index 0000000..2de3b2b
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_shift_q15.c
@@ -0,0 +1,251 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_shift_q15.c
+ * Description: Shifts the elements of a Q15 vector by a specified number of bits
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicShift
+ @{
+ */
+
+/**
+ @brief Shifts the elements of a Q15 vector a specified number of bits
+ @param[in] pSrc points to the input vector
+ @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right.
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q15 range [0x8000 0x7FFF] are saturated.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_shift_q15(
+ const q15_t * pSrc,
+ int8_t shiftBits,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q15x8_t vecSrc;
+ q15x8_t vecDst;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A (>> or <<) shiftBits
+ * Shift the input and then store the result in the destination buffer.
+ */
+ vecSrc = vld1q(pSrc);
+ vecDst = vqshlq_r(vecSrc, shiftBits);
+ vst1q(pDst, vecDst);
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrc += 8;
+ pDst += 8;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 7;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vecDst = vqshlq_r(vecSrc, shiftBits);
+ vstrhq_p(pDst, vecDst, p0);
+ }
+}
+
+#else
+void arm_shift_q15(
+ const q15_t * pSrc,
+ int8_t shiftBits,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ uint8_t sign = (shiftBits & 0x80); /* Sign of shiftBits */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+#if defined (ARM_MATH_DSP)
+ q15_t in1, in2; /* Temporary input variables */
+#endif
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ /* If the shift value is positive then do right shift else left shift */
+ if (sign == 0U)
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A << shiftBits */
+
+#if defined (ARM_MATH_DSP)
+ /* read 2 samples from source */
+ in1 = *pSrc++;
+ in2 = *pSrc++;
+
+ /* Shift the inputs and then store the results in the destination buffer. */
+#ifndef ARM_MATH_BIG_ENDIAN
+ write_q15x2_ia (&pDst, __PKHBT(__SSAT(((q31_t) in1 << shiftBits), 16),
+ __SSAT(((q31_t) in2 << shiftBits), 16), 16));
+#else
+ write_q15x2_ia (&pDst, __PKHBT(__SSAT(((q31_t) in2 << shiftBits), 16),
+ __SSAT(((q31_t) in1 << shiftBits), 16), 16));
+#endif /* #ifndef ARM_MATH_BIG_ENDIAN */
+
+ /* read 2 samples from source */
+ in1 = *pSrc++;
+ in2 = *pSrc++;
+
+#ifndef ARM_MATH_BIG_ENDIAN
+ write_q15x2_ia (&pDst, __PKHBT(__SSAT(((q31_t) in1 << shiftBits), 16),
+ __SSAT(((q31_t) in2 << shiftBits), 16), 16));
+#else
+ write_q15x2_ia (&pDst, __PKHBT(__SSAT(((q31_t) in2 << shiftBits), 16),
+ __SSAT(((q31_t) in1 << shiftBits), 16), 16));
+#endif /* #ifndef ARM_MATH_BIG_ENDIAN */
+
+#else
+ *pDst++ = __SSAT(((q31_t) *pSrc++ << shiftBits), 16);
+ *pDst++ = __SSAT(((q31_t) *pSrc++ << shiftBits), 16);
+ *pDst++ = __SSAT(((q31_t) *pSrc++ << shiftBits), 16);
+ *pDst++ = __SSAT(((q31_t) *pSrc++ << shiftBits), 16);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+ else
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A >> shiftBits */
+
+#if defined (ARM_MATH_DSP)
+ /* read 2 samples from source */
+ in1 = *pSrc++;
+ in2 = *pSrc++;
+
+ /* Shift the inputs and then store the results in the destination buffer. */
+#ifndef ARM_MATH_BIG_ENDIAN
+ write_q15x2_ia (&pDst, __PKHBT((in1 >> -shiftBits),
+ (in2 >> -shiftBits), 16));
+#else
+ write_q15x2_ia (&pDst, __PKHBT((in2 >> -shiftBits),
+ (in1 >> -shiftBits), 16));
+#endif /* #ifndef ARM_MATH_BIG_ENDIAN */
+
+ /* read 2 samples from source */
+ in1 = *pSrc++;
+ in2 = *pSrc++;
+
+#ifndef ARM_MATH_BIG_ENDIAN
+ write_q15x2_ia (&pDst, __PKHBT((in1 >> -shiftBits),
+ (in2 >> -shiftBits), 16));
+#else
+ write_q15x2_ia (&pDst, __PKHBT((in2 >> -shiftBits),
+ (in1 >> -shiftBits), 16));
+#endif /* #ifndef ARM_MATH_BIG_ENDIAN */
+
+#else
+ *pDst++ = (*pSrc++ >> -shiftBits);
+ *pDst++ = (*pSrc++ >> -shiftBits);
+ *pDst++ = (*pSrc++ >> -shiftBits);
+ *pDst++ = (*pSrc++ >> -shiftBits);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ /* If the shift value is positive then do right shift else left shift */
+ if (sign == 0U)
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A << shiftBits */
+
+ /* Shift input and store result in destination buffer. */
+ *pDst++ = __SSAT(((q31_t) *pSrc++ << shiftBits), 16);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+ else
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A >> shiftBits */
+
+ /* Shift input and store result in destination buffer. */
+ *pDst++ = (*pSrc++ >> -shiftBits);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicShift group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_shift_q31.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_shift_q31.c
new file mode 100644
index 0000000..5405c24
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_shift_q31.c
@@ -0,0 +1,232 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_shift_q31.c
+ * Description: Shifts the elements of a Q31 vector by a specified number of bits
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+/**
+ @defgroup BasicShift Vector Shift
+
+ Shifts the elements of a fixed-point vector by a specified number of bits.
+ There are separate functions for Q7, Q15, and Q31 data types.
+ The underlying algorithm used is:
+
+ <pre>
+ pDst[n] = pSrc[n] << shift, 0 <= n < blockSize.
+ </pre>
+
+ If <code>shift</code> is positive then the elements of the vector are shifted to the left.
+ If <code>shift</code> is negative then the elements of the vector are shifted to the right.
+
+ The functions support in-place computation allowing the source and destination
+ pointers to reference the same memory buffer.
+ */
+
+/**
+ @addtogroup BasicShift
+ @{
+ */
+
+/**
+ @brief Shifts the elements of a Q31 vector a specified number of bits.
+ @param[in] pSrc points to the input vector
+ @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right.
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in the vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q31 range [0x80000000 0x7FFFFFFF] are saturated.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_shift_q31(
+ const q31_t * pSrc,
+ int8_t shiftBits,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q31x4_t vecSrc;
+ q31x4_t vecDst;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A (>> or <<) shiftBits
+ * Shift the input and then store the result in the destination buffer.
+ */
+ vecSrc = vld1q((q31_t const *) pSrc);
+ vecDst = vqshlq_r(vecSrc, shiftBits);
+ vst1q(pDst, vecDst);
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrc += 4;
+ pDst += 4;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 3;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vecSrc = vld1q((q31_t const *) pSrc);
+ vecDst = vqshlq_r(vecSrc, shiftBits);
+ vstrwq_p(pDst, vecDst, p0);
+ }
+}
+
+
+#else
+void arm_shift_q31(
+ const q31_t * pSrc,
+ int8_t shiftBits,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ uint8_t sign = (shiftBits & 0x80); /* Sign of shiftBits */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ q31_t in, out; /* Temporary variables */
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ /* If the shift value is positive then do right shift else left shift */
+ if (sign == 0U)
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A << shiftBits */
+
+ /* Shift input and store result in destination buffer. */
+ in = *pSrc++;
+ out = in << shiftBits;
+ if (in != (out >> shiftBits))
+ out = 0x7FFFFFFF ^ (in >> 31);
+ *pDst++ = out;
+
+ in = *pSrc++;
+ out = in << shiftBits;
+ if (in != (out >> shiftBits))
+ out = 0x7FFFFFFF ^ (in >> 31);
+ *pDst++ = out;
+
+ in = *pSrc++;
+ out = in << shiftBits;
+ if (in != (out >> shiftBits))
+ out = 0x7FFFFFFF ^ (in >> 31);
+ *pDst++ = out;
+
+ in = *pSrc++;
+ out = in << shiftBits;
+ if (in != (out >> shiftBits))
+ out = 0x7FFFFFFF ^ (in >> 31);
+ *pDst++ = out;
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+ else
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A >> shiftBits */
+
+ /* Shift input and store results in destination buffer. */
+ *pDst++ = (*pSrc++ >> -shiftBits);
+ *pDst++ = (*pSrc++ >> -shiftBits);
+ *pDst++ = (*pSrc++ >> -shiftBits);
+ *pDst++ = (*pSrc++ >> -shiftBits);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ /* If the shift value is positive then do right shift else left shift */
+ if (sign == 0U)
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A << shiftBits */
+
+ /* Shift input and store result in destination buffer. */
+ *pDst++ = clip_q63_to_q31((q63_t) *pSrc++ << shiftBits);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+ else
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A >> shiftBits */
+
+ /* Shift input and store result in destination buffer. */
+ *pDst++ = (*pSrc++ >> -shiftBits);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicShift group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_shift_q7.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_shift_q7.c
new file mode 100644
index 0000000..4f83edc
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_shift_q7.c
@@ -0,0 +1,225 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_shift_q7.c
+ * Description: Processing function for the Q7 Shifting
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicShift
+ @{
+ */
+
+/**
+ @brief Shifts the elements of a Q7 vector a specified number of bits
+ @param[in] pSrc points to the input vector
+ @param[in] shiftBits number of bits to shift. A positive value shifts left; a negative value shifts right.
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par onditions for optimum performance
+ Input and output buffers should be aligned by 32-bit
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q7 range [0x80 0x7F] are saturated.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_shift_q7(
+ const q7_t * pSrc,
+ int8_t shiftBits,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q7x16_t vecSrc;
+ q7x16_t vecDst;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A (>> or <<) shiftBits
+ * Shift the input and then store the result in the destination buffer.
+ */
+ vecSrc = vld1q(pSrc);
+ vecDst = vqshlq_r(vecSrc, shiftBits);
+ vst1q(pDst, vecDst);
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrc += 16;
+ pDst += 16;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 0xF;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp8q(blkCnt);
+ vecSrc = vld1q(pSrc);
+ vecDst = vqshlq_r(vecSrc, shiftBits);
+ vstrbq_p(pDst, vecDst, p0);
+ }
+}
+
+#else
+void arm_shift_q7(
+ const q7_t * pSrc,
+ int8_t shiftBits,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+ uint8_t sign = (shiftBits & 0x80); /* Sign of shiftBits */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+#if defined (ARM_MATH_DSP)
+ q7_t in1, in2, in3, in4; /* Temporary input variables */
+#endif
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ /* If the shift value is positive then do right shift else left shift */
+ if (sign == 0U)
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A << shiftBits */
+
+#if defined (ARM_MATH_DSP)
+ /* Read 4 inputs */
+ in1 = *pSrc++;
+ in2 = *pSrc++;
+ in3 = *pSrc++;
+ in4 = *pSrc++;
+
+ /* Pack and store result in destination buffer (in single write) */
+ write_q7x4_ia (&pDst, __PACKq7(__SSAT(((q15_t) in1 << shiftBits), 8),
+ __SSAT(((q15_t) in2 << shiftBits), 8),
+ __SSAT(((q15_t) in3 << shiftBits), 8),
+ __SSAT(((q15_t) in4 << shiftBits), 8) ));
+#else
+ *pDst++ = (q7_t) __SSAT(((q15_t) *pSrc++ << shiftBits), 8);
+ *pDst++ = (q7_t) __SSAT(((q15_t) *pSrc++ << shiftBits), 8);
+ *pDst++ = (q7_t) __SSAT(((q15_t) *pSrc++ << shiftBits), 8);
+ *pDst++ = (q7_t) __SSAT(((q15_t) *pSrc++ << shiftBits), 8);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+ else
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A >> shiftBits */
+
+#if defined (ARM_MATH_DSP)
+ /* Read 4 inputs */
+ in1 = *pSrc++;
+ in2 = *pSrc++;
+ in3 = *pSrc++;
+ in4 = *pSrc++;
+
+ /* Pack and store result in destination buffer (in single write) */
+ write_q7x4_ia (&pDst, __PACKq7((in1 >> -shiftBits),
+ (in2 >> -shiftBits),
+ (in3 >> -shiftBits),
+ (in4 >> -shiftBits) ));
+#else
+ *pDst++ = (*pSrc++ >> -shiftBits);
+ *pDst++ = (*pSrc++ >> -shiftBits);
+ *pDst++ = (*pSrc++ >> -shiftBits);
+ *pDst++ = (*pSrc++ >> -shiftBits);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ /* If the shift value is positive then do right shift else left shift */
+ if (sign == 0U)
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A << shiftBits */
+
+ /* Shift input and store result in destination buffer. */
+ *pDst++ = (q7_t) __SSAT(((q15_t) *pSrc++ << shiftBits), 8);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+ else
+ {
+ while (blkCnt > 0U)
+ {
+ /* C = A >> shiftBits */
+
+ /* Shift input and store result in destination buffer. */
+ *pDst++ = (*pSrc++ >> -shiftBits);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicShift group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_f16.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_f16.c
new file mode 100644
index 0000000..836ad43
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_f16.c
@@ -0,0 +1,171 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_sub_f16.c
+ * Description: Floating-point vector subtraction
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions_f16.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicSub Vector Subtraction
+
+ Element-by-element subtraction of two vectors.
+
+ <pre>
+ pDst[n] = pSrcA[n] - pSrcB[n], 0 <= n < blockSize.
+ </pre>
+
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicSub
+ @{
+ */
+
+/**
+ @brief Floating-point vector subtraction.
+ @param[in] pSrcA points to the first input vector
+ @param[in] pSrcB points to the second input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+#if defined(ARM_MATH_MVE_FLOAT16) && !defined(ARM_MATH_AUTOVECTORIZE)
+#include "arm_helium_utils.h"
+
+void arm_sub_f16(
+ const float16_t * pSrcA,
+ const float16_t * pSrcB,
+ float16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ f16x8_t vec1;
+ f16x8_t vec2;
+ f16x8_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 3U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and then store the results in the destination buffer. */
+ vec1 = vld1q(pSrcA);
+ vec2 = vld1q(pSrcB);
+ res = vsubq(vec1, vec2);
+ vst1q(pDst, res);
+
+ /* Increment pointers */
+ pSrcA += 8;
+ pSrcB += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x7;
+
+ if (blkCnt > 0U)
+ {
+ /* C = A + B */
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vec1 = vld1q(pSrcA);
+ vec2 = vld1q(pSrcB);
+ vstrhq_p(pDst, vsubq(vec1,vec2), p0);
+ }
+
+}
+
+#else
+#if defined(ARM_FLOAT16_SUPPORTED)
+void arm_sub_f16(
+ const float16_t * pSrcA,
+ const float16_t * pSrcB,
+ float16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A - B */
+
+ /* Subtract and store result in destination buffer. */
+ *pDst++ = (_Float16)(*pSrcA++) - (_Float16)(*pSrcB++);
+
+ *pDst++ = (_Float16)(*pSrcA++) - (_Float16)(*pSrcB++);
+
+ *pDst++ = (_Float16)(*pSrcA++) - (_Float16)(*pSrcB++);
+
+ *pDst++ = (_Float16)(*pSrcA++) - (_Float16)(*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A - B */
+
+ /* Subtract and store result in destination buffer. */
+ *pDst++ = (_Float16)(*pSrcA++) - (_Float16)(*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+/**
+ @} end of BasicSub group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_f32.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_f32.c
new file mode 100644
index 0000000..2a07c0c
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_f32.c
@@ -0,0 +1,202 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_sub_f32.c
+ * Description: Floating-point vector subtraction
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup BasicSub Vector Subtraction
+
+ Element-by-element subtraction of two vectors.
+
+ <pre>
+ pDst[n] = pSrcA[n] - pSrcB[n], 0 <= n < blockSize.
+ </pre>
+
+ There are separate functions for floating-point, Q7, Q15, and Q31 data types.
+ */
+
+/**
+ @addtogroup BasicSub
+ @{
+ */
+
+/**
+ @brief Floating-point vector subtraction.
+ @param[in] pSrcA points to the first input vector
+ @param[in] pSrcB points to the second input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_sub_f32(
+ const float32_t * pSrcA,
+ const float32_t * pSrcB,
+ float32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ f32x4_t vec1;
+ f32x4_t vec2;
+ f32x4_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A + B */
+
+ /* Add and then store the results in the destination buffer. */
+ vec1 = vld1q(pSrcA);
+ vec2 = vld1q(pSrcB);
+ res = vsubq(vec1, vec2);
+ vst1q(pDst, res);
+
+ /* Increment pointers */
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+ if (blkCnt > 0U)
+ {
+ /* C = A + B */
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vec1 = vld1q(pSrcA);
+ vec2 = vld1q(pSrcB);
+ vstrwq_p(pDst, vsubq(vec1,vec2), p0);
+ }
+
+}
+
+#else
+void arm_sub_f32(
+ const float32_t * pSrcA,
+ const float32_t * pSrcB,
+ float32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ f32x4_t vec1;
+ f32x4_t vec2;
+ f32x4_t res;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A - B */
+
+ /* Subtract and then store the results in the destination buffer. */
+ vec1 = vld1q_f32(pSrcA);
+ vec2 = vld1q_f32(pSrcB);
+ res = vsubq_f32(vec1, vec2);
+ vst1q_f32(pDst, res);
+
+ /* Increment pointers */
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0x3;
+
+#else
+#if defined (ARM_MATH_LOOPUNROLL) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A - B */
+
+ /* Subtract and store result in destination buffer. */
+ *pDst++ = (*pSrcA++) - (*pSrcB++);
+
+ *pDst++ = (*pSrcA++) - (*pSrcB++);
+
+ *pDst++ = (*pSrcA++) - (*pSrcB++);
+
+ *pDst++ = (*pSrcA++) - (*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+#endif /* #if defined(ARM_MATH_NEON) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A - B */
+
+ /* Subtract and store result in destination buffer. */
+ *pDst++ = (*pSrcA++) - (*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE) */
+
+/**
+ @} end of BasicSub group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_f64.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_f64.c
new file mode 100644
index 0000000..e409e2a
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_f64.c
@@ -0,0 +1,75 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_sub_f64.c
+ * Description: Floating-point vector subtraction
+ *
+ * $Date: 13 September 2021
+ * $Revision: V1.10.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicSub
+ @{
+ */
+
+/**
+ @brief Floating-point vector subtraction.
+ @param[in] pSrcA points to the first input vector
+ @param[in] pSrcB points to the second input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_sub_f64(
+ const float64_t * pSrcA,
+ const float64_t * pSrcB,
+ float64_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A - B */
+
+ /* Subtract and store result in destination buffer. */
+ *pDst++ = (*pSrcA++) - (*pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+
+/**
+ @} end of BasicSub group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_q15.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_q15.c
new file mode 100644
index 0000000..575bd9f
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_q15.c
@@ -0,0 +1,178 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_sub_q15.c
+ * Description: Q15 vector subtraction
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicSub
+ @{
+ */
+
+/**
+ @brief Q15 vector subtraction.
+ @param[in] pSrcA points to the first input vector
+ @param[in] pSrcB points to the second input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q15 range [0x8000 0x7FFF] are saturated.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_sub_q15(
+ const q15_t * pSrcA,
+ const q15_t * pSrcB,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q15x8_t vecA;
+ q15x8_t vecB;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A - B
+ * Subtract and then store the results in the destination buffer.
+ */
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vst1q(pDst, vqsubq(vecA, vecB));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrcA += 8;
+ pSrcB += 8;
+ pDst += 8;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 7;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vstrhq_p(pDst, vqsubq(vecA, vecB), p0);
+ }
+}
+
+
+#else
+void arm_sub_q15(
+ const q15_t * pSrcA,
+ const q15_t * pSrcB,
+ q15_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+#if defined (ARM_MATH_DSP)
+ q31_t inA1, inA2;
+ q31_t inB1, inB2;
+#endif
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A - B */
+
+#if defined (ARM_MATH_DSP)
+ /* read 2 times 2 samples at a time from sourceA */
+ inA1 = read_q15x2_ia (&pSrcA);
+ inA2 = read_q15x2_ia (&pSrcA);
+ /* read 2 times 2 samples at a time from sourceB */
+ inB1 = read_q15x2_ia (&pSrcB);
+ inB2 = read_q15x2_ia (&pSrcB);
+
+ /* Subtract and store 2 times 2 samples at a time */
+ write_q15x2_ia (&pDst, __QSUB16(inA1, inB1));
+ write_q15x2_ia (&pDst, __QSUB16(inA2, inB2));
+#else
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrcA++ - *pSrcB++), 16);
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrcA++ - *pSrcB++), 16);
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrcA++ - *pSrcB++), 16);
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrcA++ - *pSrcB++), 16);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A - B */
+
+ /* Subtract and store result in destination buffer. */
+#if defined (ARM_MATH_DSP)
+ *pDst++ = (q15_t) __QSUB16(*pSrcA++, *pSrcB++);
+#else
+ *pDst++ = (q15_t) __SSAT(((q31_t) *pSrcA++ - *pSrcB++), 16);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicSub group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_q31.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_q31.c
new file mode 100644
index 0000000..ed879a1
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_q31.c
@@ -0,0 +1,159 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_sub_q31.c
+ * Description: Q31 vector subtraction
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicSub
+ @{
+ */
+
+/**
+ @brief Q31 vector subtraction.
+ @param[in] pSrcA points to the first input vector
+ @param[in] pSrcB points to the second input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q31 range [0x80000000 0x7FFFFFFF] are saturated.
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_sub_q31(
+ const q31_t * pSrcA,
+ const q31_t * pSrcB,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt;
+ q31x4_t vecA;
+ q31x4_t vecB;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A + B
+ * Add and then store the results in the destination buffer.
+ */
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vst1q(pDst, vqsubq(vecA, vecB));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 3;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vstrwq_p(pDst, vqsubq(vecA, vecB), p0);
+ }
+}
+
+#else
+void arm_sub_q31(
+ const q31_t * pSrcA,
+ const q31_t * pSrcB,
+ q31_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A - B */
+
+ /* Subtract and store result in destination buffer. */
+ *pDst++ = __QSUB(*pSrcA++, *pSrcB++);
+
+ *pDst++ = __QSUB(*pSrcA++, *pSrcB++);
+
+ *pDst++ = __QSUB(*pSrcA++, *pSrcB++);
+
+ *pDst++ = __QSUB(*pSrcA++, *pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A - B */
+
+ /* Subtract and store result in destination buffer. */
+ *pDst++ = __QSUB(*pSrcA++, *pSrcB++);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicSub group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_q7.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_q7.c
new file mode 100644
index 0000000..1de152e
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_sub_q7.c
@@ -0,0 +1,158 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_sub_q7.c
+ * Description: Q7 vector subtraction
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup BasicSub
+ @{
+ */
+
+/**
+ @brief Q7 vector subtraction.
+ @param[in] pSrcA points to the first input vector
+ @param[in] pSrcB points to the second input vector
+ @param[out] pDst points to the output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function uses saturating arithmetic.
+ Results outside of the allowable Q7 range [0x80 0x7F] will be saturated.
+ */
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+
+void arm_sub_q7(
+ const q7_t * pSrcA,
+ const q7_t * pSrcB,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* loop counters */
+ q7x16_t vecA;
+ q7x16_t vecB;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4;
+ while (blkCnt > 0U)
+ {
+ /*
+ * C = A - B
+ * Subtract and then store the results in the destination buffer.
+ */
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vst1q(pDst, vqsubq(vecA, vecB));
+ /*
+ * Decrement the blockSize loop counter
+ */
+ blkCnt--;
+ /*
+ * advance vector source and destination pointers
+ */
+ pSrcA += 16;
+ pSrcB += 16;
+ pDst += 16;
+ }
+ /*
+ * tail
+ */
+ blkCnt = blockSize & 0xF;
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp8q(blkCnt);
+ vecA = vld1q(pSrcA);
+ vecB = vld1q(pSrcB);
+ vstrbq_p(pDst, vqsubq(vecA, vecB), p0);
+ }
+}
+#else
+void arm_sub_q7(
+ const q7_t * pSrcA,
+ const q7_t * pSrcB,
+ q7_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A - B */
+
+#if defined (ARM_MATH_DSP)
+ /* Subtract and store result in destination buffer (4 samples at a time). */
+ write_q7x4_ia (&pDst, __QSUB8(read_q7x4_ia (&pSrcA), read_q7x4_ia (&pSrcB)));
+#else
+ *pDst++ = (q7_t) __SSAT((q15_t) *pSrcA++ - *pSrcB++, 8);
+ *pDst++ = (q7_t) __SSAT((q15_t) *pSrcA++ - *pSrcB++, 8);
+ *pDst++ = (q7_t) __SSAT((q15_t) *pSrcA++ - *pSrcB++, 8);
+ *pDst++ = (q7_t) __SSAT((q15_t) *pSrcA++ - *pSrcB++, 8);
+#endif
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Loop unrolling: Compute remaining outputs */
+ blkCnt = blockSize % 0x4U;
+
+#else
+
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+
+#endif /* #if defined (ARM_MATH_LOOPUNROLL) */
+
+ while (blkCnt > 0U)
+ {
+ /* C = A - B */
+
+ /* Subtract and store result in destination buffer. */
+ *pDst++ = (q7_t) __SSAT((q15_t) *pSrcA++ - *pSrcB++, 8);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of BasicSub group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_xor_u16.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_xor_u16.c
new file mode 100644
index 0000000..54042ea
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_xor_u16.c
@@ -0,0 +1,137 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_xor_u16.c
+ * Description: uint16_t bitwise exclusive OR
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @defgroup Xor Vector bitwise exclusive OR
+
+ Compute the logical bitwise XOR.
+
+ There are separate functions for uint32_t, uint16_t, and uint8_t data types.
+ */
+
+/**
+ @addtogroup Xor
+ @{
+ */
+
+/**
+ @brief Compute the logical bitwise XOR of two fixed-point vectors.
+ @param[in] pSrcA points to input vector A
+ @param[in] pSrcB points to input vector B
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_xor_u16(
+ const uint16_t * pSrcA,
+ const uint16_t * pSrcB,
+ uint16_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint16x8_t vecSrcA, vecSrcB;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3;
+
+ while (blkCnt > 0U)
+ {
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+
+ vst1q(pDst, veorq_u16(vecSrcA, vecSrcB) );
+
+ pSrcA += 8;
+ pSrcB += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 7;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp16q(blkCnt);
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+ vstrhq_p(pDst, veorq_u16(vecSrcA, vecSrcB), p0);
+ }
+#else
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint16x8_t vecA, vecB;
+
+ /* Compute 8 outputs at a time */
+ blkCnt = blockSize >> 3U;
+
+ while (blkCnt > 0U)
+ {
+ vecA = vld1q_u16(pSrcA);
+ vecB = vld1q_u16(pSrcB);
+
+ vst1q_u16(pDst, veorq_u16(vecA, vecB) );
+
+ pSrcA += 8;
+ pSrcB += 8;
+ pDst += 8;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 7;
+#else
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+#endif
+
+ while (blkCnt > 0U)
+ {
+ *pDst++ = (*pSrcA++)^(*pSrcB++);
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+#endif /* if defined(ARM_MATH_MVEI) */
+}
+
+/**
+ @} end of Xor group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_xor_u32.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_xor_u32.c
new file mode 100644
index 0000000..9d14908
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_xor_u32.c
@@ -0,0 +1,129 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_xor_u32.c
+ * Description: uint32_t bitwise exclusive OR
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup Xor
+ @{
+ */
+
+/**
+ @brief Compute the logical bitwise XOR of two fixed-point vectors.
+ @param[in] pSrcA points to input vector A
+ @param[in] pSrcB points to input vector B
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_xor_u32(
+ const uint32_t * pSrcA,
+ const uint32_t * pSrcB,
+ uint32_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint32x4_t vecSrcA, vecSrcB;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2;
+
+ while (blkCnt > 0U)
+ {
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+
+ vst1q(pDst, veorq_u32(vecSrcA, vecSrcB) );
+
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 3;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp32q(blkCnt);
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+ vstrwq_p(pDst, veorq_u32(vecSrcA, vecSrcB), p0);
+ }
+#else
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint32x4_t vecA, vecB;
+
+ /* Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ vecA = vld1q_u32(pSrcA);
+ vecB = vld1q_u32(pSrcB);
+
+ vst1q_u32(pDst, veorq_u32(vecA, vecB) );
+
+ pSrcA += 4;
+ pSrcB += 4;
+ pDst += 4;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 3;
+#else
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+#endif
+
+ while (blkCnt > 0U)
+ {
+ *pDst++ = (*pSrcA++)^(*pSrcB++);
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+#endif /* if defined(ARM_MATH_MVEI) */
+}
+
+/**
+ @} end of Xor group
+ */
diff --git a/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_xor_u8.c b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_xor_u8.c
new file mode 100644
index 0000000..d708cd4
--- /dev/null
+++ b/Drivers/CMSIS/DSP/Source/BasicMathFunctions/arm_xor_u8.c
@@ -0,0 +1,129 @@
+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_xor_u8.c
+ * Description: uint8_t bitwise exclusive OR
+ *
+ * $Date: 23 April 2021
+ * $Revision: V1.9.0
+ *
+ * Target Processor: Cortex-M and Cortex-A cores
+ * -------------------------------------------------------------------- */
+/*
+ * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "dsp/basic_math_functions.h"
+
+/**
+ @ingroup groupMath
+ */
+
+/**
+ @addtogroup Xor
+ @{
+ */
+
+/**
+ @brief Compute the logical bitwise XOR of two fixed-point vectors.
+ @param[in] pSrcA points to input vector A
+ @param[in] pSrcB points to input vector B
+ @param[out] pDst points to output vector
+ @param[in] blockSize number of samples in each vector
+ @return none
+ */
+
+void arm_xor_u8(
+ const uint8_t * pSrcA,
+ const uint8_t * pSrcB,
+ uint8_t * pDst,
+ uint32_t blockSize)
+{
+ uint32_t blkCnt; /* Loop counter */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint8x16_t vecSrcA, vecSrcB;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4;
+
+ while (blkCnt > 0U)
+ {
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+
+ vst1q(pDst, veorq_u8(vecSrcA, vecSrcB) );
+
+ pSrcA += 16;
+ pSrcB += 16;
+ pDst += 16;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0xF;
+
+ if (blkCnt > 0U)
+ {
+ mve_pred16_t p0 = vctp8q(blkCnt);
+ vecSrcA = vld1q(pSrcA);
+ vecSrcB = vld1q(pSrcB);
+ vstrbq_p(pDst, veorq_u8(vecSrcA, vecSrcB), p0);
+ }
+#else
+#if defined(ARM_MATH_NEON) && !defined(ARM_MATH_AUTOVECTORIZE)
+ uint8x16_t vecA, vecB;
+
+ /* Compute 16 outputs at a time */
+ blkCnt = blockSize >> 4U;
+
+ while (blkCnt > 0U)
+ {
+ vecA = vld1q_u8(pSrcA);
+ vecB = vld1q_u8(pSrcB);
+
+ vst1q_u8(pDst, veorq_u8(vecA, vecB) );
+
+ pSrcA += 16;
+ pSrcB += 16;
+ pDst += 16;
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+
+ /* Tail */
+ blkCnt = blockSize & 0xF;
+#else
+ /* Initialize blkCnt with number of samples */
+ blkCnt = blockSize;
+#endif
+
+ while (blkCnt > 0U)
+ {
+ *pDst++ = (*pSrcA++)^(*pSrcB++);
+
+ /* Decrement the loop counter */
+ blkCnt--;
+ }
+#endif /* if defined(ARM_MATH_MVEI) */
+}
+
+/**
+ @} end of Xor group
+ */