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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/StatisticsFunctions/arm_rms_q31.c
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+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_rms_q31.c
+ * Description: Root Mean Square of the elements of a Q31 vector
+ *
+ * $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/statistics_functions.h"
+
+/**
+ @ingroup groupStats
+ */
+
+/**
+ @addtogroup RMS
+ @{
+ */
+
+/**
+ @brief Root Mean Square of the elements of a Q31 vector.
+ @param[in] pSrc points to the input vector
+ @param[in] blockSize number of samples in input vector
+ @param[out] pResult root mean square value returned here
+ @return none
+
+ @par Scaling and Overflow Behavior
+ The function is implemented using an internal 64-bit accumulator.
+ The input is represented in 1.31 format, and intermediate multiplication
+ yields a 2.62 format.
+ The accumulator maintains full precision of the intermediate multiplication results,
+ but provides only a single guard bit.
+ There is no saturation on intermediate additions.
+ If the accumulator overflows, it wraps around and distorts the result.
+ In order to avoid overflows completely, the input signal must be scaled down by
+ log2(blockSize) bits, as a total of blockSize additions are performed internally.
+ Finally, the 2.62 accumulator is right shifted by 31 bits to yield a 1.31 format value.
+ */
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+void arm_rms_q31(
+ const q31_t * pSrc,
+ uint32_t blockSize,
+ q31_t * pResult)
+{
+ q63_t pow = 0.0f;
+ q31_t normalizedPower;
+ arm_power_q31(pSrc, blockSize, &pow);
+
+ normalizedPower=clip_q63_to_q31((pow / (q63_t) blockSize) >> 17);
+ arm_sqrt_q31(normalizedPower, pResult);
+
+}
+
+#else
+void arm_rms_q31(
+ const q31_t * pSrc,
+ uint32_t blockSize,
+ q31_t * pResult)
+{
+ uint32_t blkCnt; /* Loop counter */
+ uint64_t sum = 0; /* Temporary result storage (can get never negative. changed type from q63 to uint64 */
+ q31_t in; /* Temporary variable to store input value */
+
+#if defined (ARM_MATH_LOOPUNROLL)
+
+ /* Loop unrolling: Compute 4 outputs at a time */
+ blkCnt = blockSize >> 2U;
+
+ while (blkCnt > 0U)
+ {
+ /* C = A[0] * A[0] + A[1] * A[1] + ... + A[blockSize-1] * A[blockSize-1] */
+
+ in = *pSrc++;
+ /* Compute sum of squares and store result in a temporary variable, sum. */
+ sum += ((q63_t) in * in);
+
+ in = *pSrc++;
+ sum += ((q63_t) in * in);
+
+ in = *pSrc++;
+ sum += ((q63_t) in * in);
+
+ in = *pSrc++;
+ sum += ((q63_t) in * in);
+
+ /* 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] * A[0] + A[1] * A[1] + ... + A[blockSize-1] * A[blockSize-1] */
+
+ in = *pSrc++;
+ /* Compute sum of squares and store result in a temporary variable. */
+ sum += ((q63_t) in * in);
+
+ /* Decrement loop counter */
+ blkCnt--;
+ }
+
+ /* Convert data in 2.62 to 1.31 by 31 right shifts and saturate */
+ /* Compute Rms and store result in destination vector */
+ arm_sqrt_q31(clip_q63_to_q31((sum / (q63_t) blockSize) >> 31), pResult);
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @} end of RMS group
+ */