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diff --git a/Drivers/CMSIS/DSP/Source/TransformFunctions/arm_rfft_q31.c b/Drivers/CMSIS/DSP/Source/TransformFunctions/arm_rfft_q31.c
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+/* ----------------------------------------------------------------------
+ * Project: CMSIS DSP Library
+ * Title: arm_rfft_q31.c
+ * Description: FFT & RIFFT Q31 process function
+ *
+ * $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/transform_functions.h"
+
+/* ----------------------------------------------------------------------
+ * Internal functions prototypes
+ * -------------------------------------------------------------------- */
+
+void arm_split_rfft_q31(
+ q31_t * pSrc,
+ uint32_t fftLen,
+ const q31_t * pATable,
+ const q31_t * pBTable,
+ q31_t * pDst,
+ uint32_t modifier);
+
+void arm_split_rifft_q31(
+ q31_t * pSrc,
+ uint32_t fftLen,
+ const q31_t * pATable,
+ const q31_t * pBTable,
+ q31_t * pDst,
+ uint32_t modifier);
+
+/**
+ @addtogroup RealFFT
+ @{
+ */
+
+/**
+ @brief Processing function for the Q31 RFFT/RIFFT.
+ @param[in] S points to an instance of the Q31 RFFT/RIFFT structure
+ @param[in] pSrc points to input buffer (Source buffer is modified by this function)
+ @param[out] pDst points to output buffer
+ @return none
+
+ @par Input an output formats
+ Internally input is downscaled by 2 for every stage to avoid saturations inside CFFT/CIFFT process.
+ Hence the output format is different for different RFFT sizes.
+ The input and output formats for different RFFT sizes and number of bits to upscale are mentioned in the tables below for RFFT and RIFFT:
+ @par
+ \image html RFFTQ31.gif "Input and Output Formats for Q31 RFFT"
+ @par
+ \image html RIFFTQ31.gif "Input and Output Formats for Q31 RIFFT"
+ @par
+ If the input buffer is of length N, the output buffer must have length 2*N.
+ The input buffer is modified by this function.
+ @par
+ For the RIFFT, the source buffer must at least have length
+ fftLenReal + 2.
+ The last two elements must be equal to what would be generated
+ by the RFFT:
+ (pSrc[0] - pSrc[1]) >> 1 and 0
+
+ */
+
+void arm_rfft_q31(
+ const arm_rfft_instance_q31 * S,
+ q31_t * pSrc,
+ q31_t * pDst)
+{
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+ const arm_cfft_instance_q31 *S_CFFT = &(S->cfftInst);
+#else
+ const arm_cfft_instance_q31 *S_CFFT = S->pCfft;
+#endif
+ uint32_t L2 = S->fftLenReal >> 1U;
+
+ /* Calculation of RIFFT of input */
+ if (S->ifftFlagR == 1U)
+ {
+ /* Real IFFT core process */
+ arm_split_rifft_q31 (pSrc, L2, S->pTwiddleAReal, S->pTwiddleBReal, pDst, S->twidCoefRModifier);
+
+ /* Complex IFFT process */
+ arm_cfft_q31 (S_CFFT, pDst, S->ifftFlagR, S->bitReverseFlagR);
+
+ arm_shift_q31(pDst, 1, pDst, S->fftLenReal);
+ }
+ else
+ {
+ /* Calculation of RFFT of input */
+
+ /* Complex FFT process */
+ arm_cfft_q31 (S_CFFT, pSrc, S->ifftFlagR, S->bitReverseFlagR);
+
+ /* Real FFT core process */
+ arm_split_rfft_q31 (pSrc, L2, S->pTwiddleAReal, S->pTwiddleBReal, pDst, S->twidCoefRModifier);
+ }
+
+}
+
+/**
+ @} end of RealFFT group
+ */
+
+/**
+ @brief Core Real FFT process
+ @param[in] pSrc points to input buffer
+ @param[in] fftLen length of FFT
+ @param[in] pATable points to twiddle Coef A buffer
+ @param[in] pBTable points to twiddle Coef B buffer
+ @param[out] pDst points to output buffer
+ @param[in] modifier twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table
+ @return none
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+#include "arm_helium_utils.h"
+#include "arm_vec_fft.h"
+
+#if defined(__CMSIS_GCC_H)
+
+#define MVE_CMPLX_MULT_FX_AxB_S32(A,B) vqdmladhxq_s32(vqdmlsdhq_s32((__typeof(A))vuninitializedq_s32(), A, B), A, B)
+#define MVE_CMPLX_MULT_FX_AxConjB_S32(A,B) vqdmladhq_s32(vqdmlsdhxq_s32((__typeof(A))vuninitializedq_s32(), A, B), A, B)
+
+#endif
+
+void arm_split_rfft_q31(
+ q31_t *pSrc,
+ uint32_t fftLen,
+ const q31_t *pATable,
+ const q31_t *pBTable,
+ q31_t *pDst,
+ uint32_t modifier)
+{
+ uint32_t i; /* Loop Counter */
+ const q31_t *pCoefA, *pCoefB; /* Temporary pointers for twiddle factors */
+ q31_t *pOut1 = &pDst[2];
+ q31_t *pIn1 = &pSrc[2];
+ uint32x4_t offset = { 2, 3, 0, 1 };
+ uint32x4_t offsetCoef = { 0, 1, modifier * 2, modifier * 2 + 1 };
+
+ offset = offset + (2 * fftLen - 4);
+
+
+ /* Init coefficient pointers */
+ pCoefA = &pATable[modifier * 2];
+ pCoefB = &pBTable[modifier * 2];
+
+ const q31_t *pCoefAb, *pCoefBb;
+ pCoefAb = pCoefA;
+ pCoefBb = pCoefB;
+
+ pIn1 = &pSrc[2];
+
+ i = fftLen - 1U;
+ i = i / 2 + 1;
+ while (i > 0U) {
+ q31x4_t in1 = vld1q_s32(pIn1);
+ q31x4_t in2 = vldrwq_gather_shifted_offset_s32(pSrc, offset);
+ q31x4_t coefA = vldrwq_gather_shifted_offset_s32(pCoefAb, offsetCoef);
+ q31x4_t coefB = vldrwq_gather_shifted_offset_s32(pCoefBb, offsetCoef);
+#if defined(__CMSIS_GCC_H)
+ q31x4_t out = vhaddq_s32(MVE_CMPLX_MULT_FX_AxB_S32(in1, coefA),MVE_CMPLX_MULT_FX_AxConjB_S32(coefB, in2));
+#else
+ q31x4_t out = vhaddq_s32(MVE_CMPLX_MULT_FX_AxB(in1, coefA, q31x4_t),
+ MVE_CMPLX_MULT_FX_AxConjB(coefB, in2, q31x4_t));
+#endif
+ vst1q(pOut1, out);
+ pOut1 += 4;
+
+ offsetCoef += modifier * 4;
+ offset -= 4;
+
+ pIn1 += 4;
+ i -= 1;
+ }
+
+ pDst[2 * fftLen] = (pSrc[0] - pSrc[1]) >> 1U;
+ pDst[2 * fftLen + 1] = 0;
+
+ pDst[0] = (pSrc[0] + pSrc[1]) >> 1U;
+ pDst[1] = 0;
+}
+#else
+void arm_split_rfft_q31(
+ q31_t * pSrc,
+ uint32_t fftLen,
+ const q31_t * pATable,
+ const q31_t * pBTable,
+ q31_t * pDst,
+ uint32_t modifier)
+{
+ uint32_t i; /* Loop Counter */
+ q31_t outR, outI; /* Temporary variables for output */
+ const q31_t *pCoefA, *pCoefB; /* Temporary pointers for twiddle factors */
+ q31_t CoefA1, CoefA2, CoefB1; /* Temporary variables for twiddle coefficients */
+ q31_t *pOut1 = &pDst[2], *pOut2 = &pDst[4 * fftLen - 1];
+ q31_t *pIn1 = &pSrc[2], *pIn2 = &pSrc[2 * fftLen - 1];
+
+ /* Init coefficient pointers */
+ pCoefA = &pATable[modifier * 2];
+ pCoefB = &pBTable[modifier * 2];
+
+ i = fftLen - 1U;
+
+ while (i > 0U)
+ {
+ /*
+ outR = ( pSrc[2 * i] * pATable[2 * i]
+ - pSrc[2 * i + 1] * pATable[2 * i + 1]
+ + pSrc[2 * n - 2 * i] * pBTable[2 * i]
+ + pSrc[2 * n - 2 * i + 1] * pBTable[2 * i + 1]);
+
+ outI = ( pIn[2 * i + 1] * pATable[2 * i]
+ + pIn[2 * i] * pATable[2 * i + 1]
+ + pIn[2 * n - 2 * i] * pBTable[2 * i + 1]
+ - pIn[2 * n - 2 * i + 1] * pBTable[2 * i]);
+ */
+
+ CoefA1 = *pCoefA++;
+ CoefA2 = *pCoefA;
+
+ /* outR = (pSrc[2 * i] * pATable[2 * i] */
+ mult_32x32_keep32_R (outR, *pIn1, CoefA1);
+
+ /* outI = pIn[2 * i] * pATable[2 * i + 1] */
+ mult_32x32_keep32_R (outI, *pIn1++, CoefA2);
+
+ /* - pSrc[2 * i + 1] * pATable[2 * i + 1] */
+ multSub_32x32_keep32_R (outR, *pIn1, CoefA2);
+
+ /* (pIn[2 * i + 1] * pATable[2 * i] */
+ multAcc_32x32_keep32_R (outI, *pIn1++, CoefA1);
+
+ /* pSrc[2 * n - 2 * i] * pBTable[2 * i] */
+ multSub_32x32_keep32_R (outR, *pIn2, CoefA2);
+ CoefB1 = *pCoefB;
+
+ /* pIn[2 * n - 2 * i] * pBTable[2 * i + 1] */
+ multSub_32x32_keep32_R (outI, *pIn2--, CoefB1);
+
+ /* pSrc[2 * n - 2 * i + 1] * pBTable[2 * i + 1] */
+ multAcc_32x32_keep32_R (outR, *pIn2, CoefB1);
+
+ /* pIn[2 * n - 2 * i + 1] * pBTable[2 * i] */
+ multSub_32x32_keep32_R (outI, *pIn2--, CoefA2);
+
+ /* write output */
+ *pOut1++ = outR;
+ *pOut1++ = outI;
+
+ /* write complex conjugate output */
+ *pOut2-- = -outI;
+ *pOut2-- = outR;
+
+ /* update coefficient pointer */
+ pCoefB = pCoefB + (2 * modifier);
+ pCoefA = pCoefA + (2 * modifier - 1);
+
+ /* Decrement loop count */
+ i--;
+ }
+
+ pDst[2 * fftLen] = (pSrc[0] - pSrc[1]) >> 1U;
+ pDst[2 * fftLen + 1] = 0;
+
+ pDst[0] = (pSrc[0] + pSrc[1]) >> 1U;
+ pDst[1] = 0;
+}
+#endif /* defined(ARM_MATH_MVEI) */
+
+/**
+ @brief Core Real IFFT process
+ @param[in] pSrc points to input buffer
+ @param[in] fftLen length of FFT
+ @param[in] pATable points to twiddle Coef A buffer
+ @param[in] pBTable points to twiddle Coef B buffer
+ @param[out] pDst points to output buffer
+ @param[in] modifier twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table
+ @return none
+ */
+
+#if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE)
+
+void arm_split_rifft_q31(
+ q31_t * pSrc,
+ uint32_t fftLen,
+ const q31_t * pATable,
+ const q31_t * pBTable,
+ q31_t * pDst,
+ uint32_t modifier)
+{
+ uint32_t i; /* Loop Counter */
+ const q31_t *pCoefA, *pCoefB; /* Temporary pointers for twiddle factors */
+ q31_t *pIn1;
+ uint32x4_t offset = { 2, 3, 0, 1 };
+ uint32x4_t offsetCoef = { 0, 1, modifier * 2, modifier * 2 + 1 };
+ int32x4_t conj = { 1, -1, 1, -1 };
+
+ offset = offset + (2 * fftLen - 2);
+
+ /* Init coefficient pointers */
+ pCoefA = &pATable[0];
+ pCoefB = &pBTable[0];
+
+ const q31_t *pCoefAb, *pCoefBb;
+ pCoefAb = pCoefA;
+ pCoefBb = pCoefB;
+
+ pIn1 = &pSrc[0];
+
+ i = fftLen;
+ i = i >> 1;
+ while (i > 0U) {
+ q31x4_t in1 = vld1q_s32(pIn1);
+ q31x4_t in2 = vldrwq_gather_shifted_offset_s32(pSrc, offset);
+ q31x4_t coefA = vldrwq_gather_shifted_offset_s32(pCoefAb, offsetCoef);
+ q31x4_t coefB = vldrwq_gather_shifted_offset_s32(pCoefBb, offsetCoef);
+
+ /* can we avoid the conjugate here ? */
+#if defined(__CMSIS_GCC_H)
+ q31x4_t out = vhaddq_s32(MVE_CMPLX_MULT_FX_AxConjB_S32(in1, coefA),
+ vmulq_s32(conj, MVE_CMPLX_MULT_FX_AxB_S32(in2, coefB)));
+#else
+ q31x4_t out = vhaddq_s32(MVE_CMPLX_MULT_FX_AxConjB(in1, coefA, q31x4_t),
+ vmulq_s32(conj, MVE_CMPLX_MULT_FX_AxB(in2, coefB, q31x4_t)));
+#endif
+ vst1q_s32(pDst, out);
+ pDst += 4;
+
+ offsetCoef += modifier * 4;
+ offset -= 4;
+
+ pIn1 += 4;
+ i -= 1;
+ }
+}
+#else
+void arm_split_rifft_q31(
+ q31_t * pSrc,
+ uint32_t fftLen,
+ const q31_t * pATable,
+ const q31_t * pBTable,
+ q31_t * pDst,
+ uint32_t modifier)
+{
+ q31_t outR, outI; /* Temporary variables for output */
+ const q31_t *pCoefA, *pCoefB; /* Temporary pointers for twiddle factors */
+ q31_t CoefA1, CoefA2, CoefB1; /* Temporary variables for twiddle coefficients */
+ q31_t *pIn1 = &pSrc[0], *pIn2 = &pSrc[2 * fftLen + 1];
+
+ pCoefA = &pATable[0];
+ pCoefB = &pBTable[0];
+
+ while (fftLen > 0U)
+ {
+ /*
+ outR = ( pIn[2 * i] * pATable[2 * i]
+ + pIn[2 * i + 1] * pATable[2 * i + 1]
+ + pIn[2 * n - 2 * i] * pBTable[2 * i]
+ - pIn[2 * n - 2 * i + 1] * pBTable[2 * i + 1]);
+
+ outI = ( pIn[2 * i + 1] * pATable[2 * i]
+ - pIn[2 * i] * pATable[2 * i + 1]
+ - pIn[2 * n - 2 * i] * pBTable[2 * i + 1]
+ - pIn[2 * n - 2 * i + 1] * pBTable[2 * i]);
+ */
+
+ CoefA1 = *pCoefA++;
+ CoefA2 = *pCoefA;
+
+ /* outR = (pIn[2 * i] * pATable[2 * i] */
+ mult_32x32_keep32_R (outR, *pIn1, CoefA1);
+
+ /* - pIn[2 * i] * pATable[2 * i + 1] */
+ mult_32x32_keep32_R (outI, *pIn1++, -CoefA2);
+
+ /* pIn[2 * i + 1] * pATable[2 * i + 1] */
+ multAcc_32x32_keep32_R (outR, *pIn1, CoefA2);
+
+ /* pIn[2 * i + 1] * pATable[2 * i] */
+ multAcc_32x32_keep32_R (outI, *pIn1++, CoefA1);
+
+ /* pIn[2 * n - 2 * i] * pBTable[2 * i] */
+ multAcc_32x32_keep32_R (outR, *pIn2, CoefA2);
+ CoefB1 = *pCoefB;
+
+ /* pIn[2 * n - 2 * i] * pBTable[2 * i + 1] */
+ multSub_32x32_keep32_R (outI, *pIn2--, CoefB1);
+
+ /* pIn[2 * n - 2 * i + 1] * pBTable[2 * i + 1] */
+ multAcc_32x32_keep32_R (outR, *pIn2, CoefB1);
+
+ /* pIn[2 * n - 2 * i + 1] * pBTable[2 * i] */
+ multAcc_32x32_keep32_R (outI, *pIn2--, CoefA2);
+
+ /* write output */
+ *pDst++ = outR;
+ *pDst++ = outI;
+
+ /* update coefficient pointer */
+ pCoefB = pCoefB + (modifier * 2);
+ pCoefA = pCoefA + (modifier * 2 - 1);
+
+ /* Decrement loop count */
+ fftLen--;
+ }
+
+}
+
+#endif /* defined(ARM_MATH_MVEI) */