CMSIS DSP library

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Revision:
1:fdd22bb7aa52
Child:
2:da51fb522205
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/cmsis_dsp/TransformFunctions/arm_cfft_radix4_f32.c	Wed Nov 28 12:30:09 2012 +0000
@@ -0,0 +1,1236 @@
+/* ----------------------------------------------------------------------    
+* Copyright (C) 2010 ARM Limited. All rights reserved.    
+*    
+* $Date:        15. February 2012  
+* $Revision:     V1.1.0  
+*    
+* Project:         CMSIS DSP Library    
+* Title:        arm_cfft_radix4_f32.c    
+*    
+* Description:    Radix-4 Decimation in Frequency CFFT & CIFFT Floating point processing function    
+*    
+*    
+* Target Processor: Cortex-M4/Cortex-M3/Cortex-M0
+*  
+* Version 1.1.0 2012/02/15 
+*    Updated with more optimizations, bug fixes and minor API changes.  
+*   
+* Version 1.0.10 2011/7/15  
+*    Big Endian support added and Merged M0 and M3/M4 Source code.   
+*    
+* Version 1.0.3 2010/11/29   
+*    Re-organized the CMSIS folders and updated documentation.    
+*     
+* Version 1.0.2 2010/11/11    
+*    Documentation updated.     
+*    
+* Version 1.0.1 2010/10/05     
+*    Production release and review comments incorporated.    
+*    
+* Version 1.0.0 2010/09/20     
+*    Production release and review comments incorporated.    
+*    
+* Version 0.0.5  2010/04/26     
+*      incorporated review comments and updated with latest CMSIS layer    
+*    
+* Version 0.0.3  2010/03/10     
+*    Initial version    
+* -------------------------------------------------------------------- */
+
+#include "arm_math.h"
+
+/**    
+ * @ingroup groupTransforms    
+ */
+
+/**    
+ * @defgroup Radix4_CFFT_CIFFT Radix-4 Complex FFT Functions    
+ *    
+ * \par    
+ * Complex Fast Fourier Transform(CFFT) and Complex Inverse Fast Fourier Transform(CIFFT) is an efficient algorithm to compute Discrete Fourier Transform(DFT) and Inverse Discrete Fourier Transform(IDFT).    
+ * Computational complexity of CFFT reduces drastically when compared to DFT.    
+ * \par    
+ * This set of functions implements CFFT/CIFFT    
+ * for Q15, Q31, and floating-point data types.  The functions operates on in-place buffer which uses same buffer for input and output.    
+ * Complex input is stored in input buffer in an interleaved fashion.    
+ *    
+ * \par    
+ * The functions operate on blocks of input and output data and each call to the function processes    
+ * <code>2*fftLen</code> samples through the transform.  <code>pSrc</code>  points to In-place arrays containing <code>2*fftLen</code> values.    
+ * \par   
+ * The <code>pSrc</code> points to the array of in-place buffer of size <code>2*fftLen</code> and inputs and outputs are stored in an interleaved fashion as shown below.    
+ * <pre> {real[0], imag[0], real[1], imag[1],..} </pre>    
+ *    
+ * \par Lengths supported by the transform:   
+ * \par    
+ * Internally, the function utilize a radix-4 decimation in frequency(DIF) algorithm    
+ * and the size of the FFT supported are of the lengths [16, 64, 256, 1024].   
+ *     
+ *    
+ * \par Algorithm:    
+ *    
+ * <b>Complex Fast Fourier Transform:</b>    
+ * \par     
+ * Input real and imaginary data:    
+ * <pre>    
+ * x(n) = xa + j * ya    
+ * x(n+N/4 ) = xb + j * yb    
+ * x(n+N/2 ) = xc + j * yc    
+ * x(n+3N 4) = xd + j * yd    
+ * </pre>    
+ * where N is length of FFT    
+ * \par    
+ * Output real and imaginary data:    
+ * <pre>    
+ * X(4r) = xa'+ j * ya'    
+ * X(4r+1) = xb'+ j * yb'    
+ * X(4r+2) = xc'+ j * yc'    
+ * X(4r+3) = xd'+ j * yd'    
+ * </pre>    
+ * \par    
+ * Twiddle factors for radix-4 FFT:    
+ * <pre>    
+ * Wn = co1 + j * (- si1)    
+ * W2n = co2 + j * (- si2)    
+ * W3n = co3 + j * (- si3)    
+ * </pre>    
+ *    
+ * \par    
+ * \image html CFFT.gif "Radix-4 Decimation-in Frequency Complex Fast Fourier Transform"    
+ *    
+ * \par    
+ * Output from Radix-4 CFFT Results in Digit reversal order. Interchange middle two branches of every butterfly results in Bit reversed output.    
+ * \par    
+ * <b> Butterfly CFFT equations:</b>    
+ * <pre>    
+ * xa' = xa + xb + xc + xd    
+ * ya' = ya + yb + yc + yd    
+ * xc' = (xa+yb-xc-yd)* co1 + (ya-xb-yc+xd)* (si1)    
+ * yc' = (ya-xb-yc+xd)* co1 - (xa+yb-xc-yd)* (si1)    
+ * xb' = (xa-xb+xc-xd)* co2 + (ya-yb+yc-yd)* (si2)    
+ * yb' = (ya-yb+yc-yd)* co2 - (xa-xb+xc-xd)* (si2)    
+ * xd' = (xa-yb-xc+yd)* co3 + (ya+xb-yc-xd)* (si3)    
+ * yd' = (ya+xb-yc-xd)* co3 - (xa-yb-xc+yd)* (si3)    
+ * </pre>    
+ *    
+ *    
+ * <b>Complex Inverse Fast Fourier Transform:</b>    
+ * \par    
+ * CIFFT uses same twiddle factor table as CFFT with modifications in the design equation as shown below.    
+ *    
+ * \par    
+ * <b> Modified Butterfly CIFFT equations:</b>    
+ * <pre>    
+ * xa' = xa + xb + xc + xd    
+ * ya' = ya + yb + yc + yd    
+ * xc' = (xa-yb-xc+yd)* co1 - (ya+xb-yc-xd)* (si1)    
+ * yc' = (ya+xb-yc-xd)* co1 + (xa-yb-xc+yd)* (si1)    
+ * xb' = (xa-xb+xc-xd)* co2 - (ya-yb+yc-yd)* (si2)    
+ * yb' = (ya-yb+yc-yd)* co2 + (xa-xb+xc-xd)* (si2)    
+ * xd' = (xa+yb-xc-yd)* co3 - (ya-xb-yc+xd)* (si3)    
+ * yd' = (ya-xb-yc+xd)* co3 + (xa+yb-xc-yd)* (si3)    
+ * </pre>    
+ *    
+ * \par Instance Structure    
+ * A separate instance structure must be defined for each Instance but the twiddle factors and bit reversal tables can be reused.    
+ * There are separate instance structure declarations for each of the 3 supported data types.    
+ *    
+ * \par Initialization Functions    
+ * There is also an associated initialization function for each data type.    
+ * The initialization function performs the following operations:    
+ * - Sets the values of the internal structure fields.    
+ * - Initializes twiddle factor table and bit reversal table pointers    
+ * \par    
+ * Use of the initialization function is optional.    
+ * However, if the initialization function is used, then the instance structure cannot be placed into a const data section.    
+ * To place an instance structure into a const data section, the instance structure must be manually initialized.    
+ * Manually initialize the instance structure as follows:    
+ * <pre>    
+ *arm_cfft_radix4_instance_f32 S = {fftLen, ifftFlag, bitReverseFlag, pTwiddle, pBitRevTable, twidCoefModifier, bitRevFactor, onebyfftLen};    
+ *arm_cfft_radix4_instance_q31 S = {fftLen, ifftFlag, bitReverseFlag, pTwiddle, pBitRevTable, twidCoefModifier, bitRevFactor};    
+ *arm_cfft_radix4_instance_q15 S = {fftLen, ifftFlag, bitReverseFlag, pTwiddle, pBitRevTable, twidCoefModifier, bitRevFactor};    
+ * </pre>    
+ * \par    
+ * where <code>fftLen</code> length of CFFT/CIFFT; <code>ifftFlag</code> Flag for selection of CFFT or CIFFT(Set ifftFlag to calculate CIFFT otherwise calculates CFFT);    
+ * <code>bitReverseFlag</code> Flag for selection of output order(Set bitReverseFlag to output in normal order otherwise output in bit reversed order);     
+ * <code>pTwiddle</code>points to array of twiddle coefficients; <code>pBitRevTable</code> points to the array of bit reversal table.    
+ * <code>twidCoefModifier</code> modifier for twiddle factor table which supports all FFT lengths with same table;     
+ * <code>pBitRevTable</code> modifier for bit reversal table which supports all FFT lengths with same table.    
+ * <code>onebyfftLen</code> value of 1/fftLen to calculate CIFFT;    
+ *   
+ * \par Fixed-Point Behavior    
+ * Care must be taken when using the fixed-point versions of the CFFT/CIFFT function.    
+ * Refer to the function specific documentation below for usage guidelines.    
+ */
+
+
+/**    
+ * @addtogroup Radix4_CFFT_CIFFT    
+ * @{    
+ */
+
+/**    
+ * @details    
+ * @brief Processing function for the floating-point Radix-4 CFFT/CIFFT.   
+ * @param[in]      *S    points to an instance of the floating-point Radix-4 CFFT/CIFFT structure.   
+ * @param[in, out] *pSrc points to the complex data buffer of size <code>2*fftLen</code>. Processing occurs in-place.   
+ * @return none.   
+ */
+
+void arm_cfft_radix4_f32(
+  const arm_cfft_radix4_instance_f32 * S,
+  float32_t * pSrc)
+{
+
+  if(S->ifftFlag == 1u)
+  {
+    /*  Complex IFFT radix-4  */
+    arm_radix4_butterfly_inverse_f32(pSrc, S->fftLen, S->pTwiddle,
+                                     S->twidCoefModifier, S->onebyfftLen);
+  }
+  else
+  {
+    /*  Complex FFT radix-4  */
+    arm_radix4_butterfly_f32(pSrc, S->fftLen, S->pTwiddle,
+                             S->twidCoefModifier);
+  }
+
+  if(S->bitReverseFlag == 1u)
+  {
+    /*  Bit Reversal */
+    arm_bitreversal_f32(pSrc, S->fftLen, S->bitRevFactor, S->pBitRevTable);
+  }
+
+}
+
+
+/**    
+ * @} end of Radix4_CFFT_CIFFT group    
+ */
+
+
+/* ----------------------------------------------------------------------    
+** Internal helper function used by the FFTs    
+** ------------------------------------------------------------------- */
+
+/*    
+ * @brief  Core function for the floating-point CFFT butterfly process.   
+ * @param[in, out] *pSrc            points to the in-place buffer of floating-point data type.   
+ * @param[in]      fftLen           length of the FFT.   
+ * @param[in]      *pCoef           points to the twiddle coefficient buffer.   
+ * @param[in]      twidCoefModifier twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table.   
+ * @return none.   
+ */
+
+void arm_radix4_butterfly_f32(
+  float32_t * pSrc,
+  uint16_t fftLen,
+  float32_t * pCoef,
+  uint16_t twidCoefModifier)
+{
+
+  float32_t co1, co2, co3, si1, si2, si3;
+  uint32_t ia1, ia2, ia3;
+  uint32_t i0, i1, i2, i3;
+  uint32_t n1, n2, j, k;
+
+#ifndef ARM_MATH_CM0
+
+  /* Run the below code for Cortex-M4 and Cortex-M3 */
+
+  float32_t xaIn, yaIn, xbIn, ybIn, xcIn, ycIn, xdIn, ydIn;
+  float32_t Xaplusc, Xbplusd, Yaplusc, Ybplusd, Xaminusc, Xbminusd, Yaminusc,
+    Ybminusd;
+  float32_t Xb12C_out, Yb12C_out, Xc12C_out, Yc12C_out, Xd12C_out, Yd12C_out;
+  float32_t Xb12_out, Yb12_out, Xc12_out, Yc12_out, Xd12_out, Yd12_out;
+  float32_t *ptr1;
+
+  /*  Initializations for the first stage */
+  n2 = fftLen;
+  n1 = n2;
+
+  /* n2 = fftLen/4 */
+  n2 >>= 2u;
+  i0 = 0u;
+  ia1 = 0u;
+
+  j = n2;
+
+  /*  Calculation of first stage */
+  do
+  {
+    /*  index calculation for the input as, */
+    /*  pSrc[i0 + 0], pSrc[i0 + fftLen/4], pSrc[i0 + fftLen/2], pSrc[i0 + 3fftLen/4] */
+    i1 = i0 + n2;
+    i2 = i1 + n2;
+    i3 = i2 + n2;
+
+    xaIn = pSrc[(2u * i0)];
+    yaIn = pSrc[(2u * i0) + 1u];
+
+    xcIn = pSrc[(2u * i2)];
+    ycIn = pSrc[(2u * i2) + 1u];
+
+    xbIn = pSrc[(2u * i1)];
+    ybIn = pSrc[(2u * i1) + 1u];
+
+    xdIn = pSrc[(2u * i3)];
+    ydIn = pSrc[(2u * i3) + 1u];
+
+    /* xa + xc */
+    Xaplusc = xaIn + xcIn;
+    /* xb + xd */
+    Xbplusd = xbIn + xdIn;
+    /* ya + yc */
+    Yaplusc = yaIn + ycIn;
+    /* yb + yd */
+    Ybplusd = ybIn + ydIn;
+
+    /*  index calculation for the coefficients */
+    ia2 = ia1 + ia1;
+    co2 = pCoef[ia2 * 2u];
+    si2 = pCoef[(ia2 * 2u) + 1u];
+
+    /* xa - xc */
+    Xaminusc = xaIn - xcIn;
+    /* xb - xd */
+    Xbminusd = xbIn - xdIn;
+    /* ya - yc */
+    Yaminusc = yaIn - ycIn;
+    /* yb + yd */
+    Ybminusd = ybIn - ydIn;
+
+    /* xa' = xa + xb + xc + xd */
+    pSrc[(2u * i0)] = Xaplusc + Xbplusd;
+    /* ya' = ya + yb + yc + yd */
+    pSrc[(2u * i0) + 1u] = Yaplusc + Ybplusd;
+
+    /* (xa - xc) + (yb - yd) */
+    Xb12C_out = (Xaminusc + Ybminusd);
+    /* (ya - yc) + (xb - xd) */
+    Yb12C_out = (Yaminusc - Xbminusd);
+    /* (xa + xc) - (xb + xd) */
+    Xc12C_out = (Xaplusc - Xbplusd);
+    /* (ya + yc) - (yb + yd) */
+    Yc12C_out = (Yaplusc - Ybplusd);
+    /* (xa - xc) - (yb - yd) */
+    Xd12C_out = (Xaminusc - Ybminusd);
+    /* (ya - yc) + (xb - xd) */
+    Yd12C_out = (Xbminusd + Yaminusc);
+
+    co1 = pCoef[ia1 * 2u];
+    si1 = pCoef[(ia1 * 2u) + 1u];
+
+    /*  index calculation for the coefficients */
+    ia3 = ia2 + ia1;
+    co3 = pCoef[ia3 * 2u];
+    si3 = pCoef[(ia3 * 2u) + 1u];
+
+    Xb12_out = Xb12C_out * co1;
+    Yb12_out = Yb12C_out * co1;
+    Xc12_out = Xc12C_out * co2;
+    Yc12_out = Yc12C_out * co2;
+    Xd12_out = Xd12C_out * co3;
+    Yd12_out = Yd12C_out * co3;
+
+    /* xb' = (xa+yb-xc-yd)co1 + (ya-xb-yc+xd)(si1) */
+    Xb12_out += Yb12C_out * si1;
+    /* yb' = (ya-xb-yc+xd)co1 - (xa+yb-xc-yd)(si1) */
+    Yb12_out -= Xb12C_out * si1;
+    /* xc' = (xa-xb+xc-xd)co2 + (ya-yb+yc-yd)(si2) */
+    Xc12_out += Yc12C_out * si2;
+    /* yc' = (ya-yb+yc-yd)co2 - (xa-xb+xc-xd)(si2) */
+    Yc12_out -= Xc12C_out * si2;
+    /* xd' = (xa-yb-xc+yd)co3 + (ya+xb-yc-xd)(si3) */
+    Xd12_out += Yd12C_out * si3;
+    /* yd' = (ya+xb-yc-xd)co3 - (xa-yb-xc+yd)(si3) */
+    Yd12_out -= Xd12C_out * si3;
+
+
+    /* xc' = (xa-xb+xc-xd)co2 + (ya-yb+yc-yd)(si2) */
+    pSrc[2u * i1] = Xc12_out;
+
+    /* yc' = (ya-yb+yc-yd)co2 - (xa-xb+xc-xd)(si2) */
+    pSrc[(2u * i1) + 1u] = Yc12_out;
+
+    /* xb' = (xa+yb-xc-yd)co1 + (ya-xb-yc+xd)(si1) */
+    pSrc[2u * i2] = Xb12_out;
+
+    /* yb' = (ya-xb-yc+xd)co1 - (xa+yb-xc-yd)(si1) */
+    pSrc[(2u * i2) + 1u] = Yb12_out;
+
+    /* xd' = (xa-yb-xc+yd)co3 + (ya+xb-yc-xd)(si3) */
+    pSrc[2u * i3] = Xd12_out;
+
+    /* yd' = (ya+xb-yc-xd)co3 - (xa-yb-xc+yd)(si3) */
+    pSrc[(2u * i3) + 1u] = Yd12_out;
+
+    /*  Twiddle coefficients index modifier */
+    ia1 = ia1 + twidCoefModifier;
+
+    /*  Updating input index */
+    i0 = i0 + 1u;
+
+  }
+  while(--j);
+
+  twidCoefModifier <<= 2u;
+
+  /*  Calculation of second stage to excluding last stage */
+  for (k = fftLen / 4; k > 4u; k >>= 2u)
+  {
+    /*  Initializations for the first stage */
+    n1 = n2;
+    n2 >>= 2u;
+    ia1 = 0u;
+
+    /*  Calculation of first stage */
+    for (j = 0u; j <= (n2 - 1u); j++)
+    {
+      /*  index calculation for the coefficients */
+      ia2 = ia1 + ia1;
+      ia3 = ia2 + ia1;
+      co1 = pCoef[ia1 * 2u];
+      si1 = pCoef[(ia1 * 2u) + 1u];
+      co2 = pCoef[ia2 * 2u];
+      si2 = pCoef[(ia2 * 2u) + 1u];
+      co3 = pCoef[ia3 * 2u];
+      si3 = pCoef[(ia3 * 2u) + 1u];
+
+      /*  Twiddle coefficients index modifier */
+      ia1 = ia1 + twidCoefModifier;
+
+      for (i0 = j; i0 < fftLen; i0 += n1)
+      {
+        /*  index calculation for the input as, */
+        /*  pSrc[i0 + 0], pSrc[i0 + fftLen/4], pSrc[i0 + fftLen/2], pSrc[i0 + 3fftLen/4] */
+        i1 = i0 + n2;
+        i2 = i1 + n2;
+        i3 = i2 + n2;
+
+        xaIn = pSrc[(2u * i0)];
+        yaIn = pSrc[(2u * i0) + 1u];
+
+        xbIn = pSrc[(2u * i1)];
+        ybIn = pSrc[(2u * i1) + 1u];
+
+        xcIn = pSrc[(2u * i2)];
+        ycIn = pSrc[(2u * i2) + 1u];
+
+        xdIn = pSrc[(2u * i3)];
+        ydIn = pSrc[(2u * i3) + 1u];
+
+        /* xa - xc */
+        Xaminusc = xaIn - xcIn;
+        /* (xb - xd) */
+        Xbminusd = xbIn - xdIn;
+        /* ya - yc */
+        Yaminusc = yaIn - ycIn;
+        /* (yb - yd) */
+        Ybminusd = ybIn - ydIn;
+
+        /* xa + xc */
+        Xaplusc = xaIn + xcIn;
+        /* xb + xd */
+        Xbplusd = xbIn + xdIn;
+        /* ya + yc */
+        Yaplusc = yaIn + ycIn;
+        /* yb + yd */
+        Ybplusd = ybIn + ydIn;
+
+        /* (xa - xc) + (yb - yd) */
+        Xb12C_out = (Xaminusc + Ybminusd);
+        /* (ya - yc) -  (xb - xd) */
+        Yb12C_out = (Yaminusc - Xbminusd);
+        /* xa + xc -(xb + xd) */
+        Xc12C_out = (Xaplusc - Xbplusd);
+        /* (ya + yc) - (yb + yd) */
+        Yc12C_out = (Yaplusc - Ybplusd);
+        /* (xa - xc) - (yb - yd) */
+        Xd12C_out = (Xaminusc - Ybminusd);
+        /* (ya - yc) +  (xb - xd) */
+        Yd12C_out = (Xbminusd + Yaminusc);
+
+        pSrc[(2u * i0)] = Xaplusc + Xbplusd;
+        pSrc[(2u * i0) + 1u] = Yaplusc + Ybplusd;
+
+        Xb12_out = Xb12C_out * co1;
+        Yb12_out = Yb12C_out * co1;
+        Xc12_out = Xc12C_out * co2;
+        Yc12_out = Yc12C_out * co2;
+        Xd12_out = Xd12C_out * co3;
+        Yd12_out = Yd12C_out * co3;
+
+        /* xb' = (xa+yb-xc-yd)co1 + (ya-xb-yc+xd)(si1) */
+        Xb12_out += Yb12C_out * si1;
+        /* yb' = (ya-xb-yc+xd)co1 - (xa+yb-xc-yd)(si1) */
+        Yb12_out -= Xb12C_out * si1;
+        /* xc' = (xa-xb+xc-xd)co2 + (ya-yb+yc-yd)(si2) */
+        Xc12_out += Yc12C_out * si2;
+        /* yc' = (ya-yb+yc-yd)co2 - (xa-xb+xc-xd)(si2) */
+        Yc12_out -= Xc12C_out * si2;
+        /* xd' = (xa-yb-xc+yd)co3 + (ya+xb-yc-xd)(si3) */
+        Xd12_out += Yd12C_out * si3;
+        /* yd' = (ya+xb-yc-xd)co3 - (xa-yb-xc+yd)(si3) */
+        Yd12_out -= Xd12C_out * si3;
+
+        /* xc' = (xa-xb+xc-xd)co2 + (ya-yb+yc-yd)(si2) */
+        pSrc[2u * i1] = Xc12_out;
+
+        /* yc' = (ya-yb+yc-yd)co2 - (xa-xb+xc-xd)(si2) */
+        pSrc[(2u * i1) + 1u] = Yc12_out;
+
+        /* xb' = (xa+yb-xc-yd)co1 + (ya-xb-yc+xd)(si1) */
+        pSrc[2u * i2] = Xb12_out;
+
+        /* yb' = (ya-xb-yc+xd)co1 - (xa+yb-xc-yd)(si1) */
+        pSrc[(2u * i2) + 1u] = Yb12_out;
+
+        /* xd' = (xa-yb-xc+yd)co3 + (ya+xb-yc-xd)(si3) */
+        pSrc[2u * i3] = Xd12_out;
+
+        /* yd' = (ya+xb-yc-xd)co3 - (xa-yb-xc+yd)(si3) */
+        pSrc[(2u * i3) + 1u] = Yd12_out;
+
+      }
+    }
+    twidCoefModifier <<= 2u;
+  }
+
+  j = fftLen >> 2;
+  ptr1 = &pSrc[0];
+
+  /*  Calculations of last stage */
+  do
+  {
+
+    xaIn = ptr1[0];
+    xcIn = ptr1[4];
+    yaIn = ptr1[1];
+    ycIn = ptr1[5];
+
+    /* xa + xc */
+    Xaplusc = xaIn + xcIn;
+
+    xbIn = ptr1[2];
+
+    /* xa - xc */
+    Xaminusc = xaIn - xcIn;
+
+    xdIn = ptr1[6];
+
+    /* ya + yc */
+    Yaplusc = yaIn + ycIn;
+
+    ybIn = ptr1[3];
+
+    /* ya - yc */
+    Yaminusc = yaIn - ycIn;
+
+    ydIn = ptr1[7];
+
+    /* xb + xd */
+    Xbplusd = xbIn + xdIn;
+
+    /* yb + yd */
+    Ybplusd = ybIn + ydIn;
+
+    /* xa' = xa + xb + xc + xd */
+    ptr1[0] = (Xaplusc + Xbplusd);
+
+    /* (xb-xd) */
+    Xbminusd = xbIn - xdIn;
+
+    /* ya' = ya + yb + yc + yd */
+    ptr1[1] = (Yaplusc + Ybplusd);
+
+    /* (yb-yd) */
+    Ybminusd = ybIn - ydIn;
+
+    /* xc' = (xa-xb+xc-xd) */
+    ptr1[2] = (Xaplusc - Xbplusd);
+    /* yc' = (ya-yb+yc-yd) */
+    ptr1[3] = (Yaplusc - Ybplusd);
+    /* xb' = (xa+yb-xc-yd) */
+    ptr1[4] = (Xaminusc + Ybminusd);
+    /* yb' = (ya-xb-yc+xd) */
+    ptr1[5] = (Yaminusc - Xbminusd);
+    /* xd' = (xa-yb-xc+yd)) */
+    ptr1[6] = (Xaminusc - Ybminusd);
+    /* yd' = (ya+xb-yc-xd) */
+    ptr1[7] = (Xbminusd + Yaminusc);
+
+    /* increment pointer by 8 */
+    ptr1 = ptr1 + 8u;
+
+  } while(--j);
+
+#else
+
+  float32_t t1, t2, r1, r2, s1, s2;
+
+  /* Run the below code for Cortex-M0 */
+
+  /*  Initializations for the fft calculation */
+  n2 = fftLen;
+  n1 = n2;
+  for (k = fftLen; k > 1u; k >>= 2u)
+  {
+    /*  Initializations for the fft calculation */
+    n1 = n2;
+    n2 >>= 2u;
+    ia1 = 0u;
+
+    /*  FFT Calculation */
+    for (j = 0u; j <= (n2 - 1u); j++)
+    {
+      /*  index calculation for the coefficients */
+      ia2 = ia1 + ia1;
+      ia3 = ia2 + ia1;
+      co1 = pCoef[ia1 * 2u];
+      si1 = pCoef[(ia1 * 2u) + 1u];
+      co2 = pCoef[ia2 * 2u];
+      si2 = pCoef[(ia2 * 2u) + 1u];
+      co3 = pCoef[ia3 * 2u];
+      si3 = pCoef[(ia3 * 2u) + 1u];
+
+      /*  Twiddle coefficients index modifier */
+      ia1 = ia1 + twidCoefModifier;
+
+      for (i0 = j; i0 < fftLen; i0 += n1)
+      {
+        /*  index calculation for the input as, */
+        /*  pSrc[i0 + 0], pSrc[i0 + fftLen/4], pSrc[i0 + fftLen/2], pSrc[i0 + 3fftLen/4] */
+        i1 = i0 + n2;
+        i2 = i1 + n2;
+        i3 = i2 + n2;
+
+        /* xa + xc */
+        r1 = pSrc[(2u * i0)] + pSrc[(2u * i2)];
+
+        /* xa - xc */
+        r2 = pSrc[(2u * i0)] - pSrc[(2u * i2)];
+
+        /* ya + yc */
+        s1 = pSrc[(2u * i0) + 1u] + pSrc[(2u * i2) + 1u];
+
+        /* ya - yc */
+        s2 = pSrc[(2u * i0) + 1u] - pSrc[(2u * i2) + 1u];
+
+        /* xb + xd */
+        t1 = pSrc[2u * i1] + pSrc[2u * i3];
+
+        /* xa' = xa + xb + xc + xd */
+        pSrc[2u * i0] = r1 + t1;
+
+        /* xa + xc -(xb + xd) */
+        r1 = r1 - t1;
+
+        /* yb + yd */
+        t2 = pSrc[(2u * i1) + 1u] + pSrc[(2u * i3) + 1u];
+
+        /* ya' = ya + yb + yc + yd */
+        pSrc[(2u * i0) + 1u] = s1 + t2;
+
+        /* (ya + yc) - (yb + yd) */
+        s1 = s1 - t2;
+
+        /* (yb - yd) */
+        t1 = pSrc[(2u * i1) + 1u] - pSrc[(2u * i3) + 1u];
+
+        /* (xb - xd) */
+        t2 = pSrc[2u * i1] - pSrc[2u * i3];
+
+        /* xc' = (xa-xb+xc-xd)co2 + (ya-yb+yc-yd)(si2) */
+        pSrc[2u * i1] = (r1 * co2) + (s1 * si2);
+
+        /* yc' = (ya-yb+yc-yd)co2 - (xa-xb+xc-xd)(si2) */
+        pSrc[(2u * i1) + 1u] = (s1 * co2) - (r1 * si2);
+
+        /* (xa - xc) + (yb - yd) */
+        r1 = r2 + t1;
+
+        /* (xa - xc) - (yb - yd) */
+        r2 = r2 - t1;
+
+        /* (ya - yc) -  (xb - xd) */
+        s1 = s2 - t2;
+
+        /* (ya - yc) +  (xb - xd) */
+        s2 = s2 + t2;
+
+        /* xb' = (xa+yb-xc-yd)co1 + (ya-xb-yc+xd)(si1) */
+        pSrc[2u * i2] = (r1 * co1) + (s1 * si1);
+
+        /* yb' = (ya-xb-yc+xd)co1 - (xa+yb-xc-yd)(si1) */
+        pSrc[(2u * i2) + 1u] = (s1 * co1) - (r1 * si1);
+
+        /* xd' = (xa-yb-xc+yd)co3 + (ya+xb-yc-xd)(si3) */
+        pSrc[2u * i3] = (r2 * co3) + (s2 * si3);
+
+        /* yd' = (ya+xb-yc-xd)co3 - (xa-yb-xc+yd)(si3) */
+        pSrc[(2u * i3) + 1u] = (s2 * co3) - (r2 * si3);
+      }
+    }
+    twidCoefModifier <<= 2u;
+  }
+
+#endif /* #ifndef ARM_MATH_CM0 */
+
+}
+
+/*    
+ * @brief  Core function for the floating-point CIFFT butterfly process.   
+ * @param[in, out] *pSrc            points to the in-place buffer of floating-point data type.   
+ * @param[in]      fftLen           length of the FFT.   
+ * @param[in]      *pCoef           points to twiddle coefficient buffer.   
+ * @param[in]      twidCoefModifier twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table.   
+ * @param[in]      onebyfftLen      value of 1/fftLen.   
+ * @return none.   
+ */
+
+void arm_radix4_butterfly_inverse_f32(
+  float32_t * pSrc,
+  uint16_t fftLen,
+  float32_t * pCoef,
+  uint16_t twidCoefModifier,
+  float32_t onebyfftLen)
+{
+  float32_t co1, co2, co3, si1, si2, si3;
+  uint32_t ia1, ia2, ia3;
+  uint32_t i0, i1, i2, i3;
+  uint32_t n1, n2, j, k;
+
+#ifndef ARM_MATH_CM0
+
+  float32_t xaIn, yaIn, xbIn, ybIn, xcIn, ycIn, xdIn, ydIn;
+  float32_t Xaplusc, Xbplusd, Yaplusc, Ybplusd, Xaminusc, Xbminusd, Yaminusc,
+    Ybminusd;
+  float32_t Xb12C_out, Yb12C_out, Xc12C_out, Yc12C_out, Xd12C_out, Yd12C_out;
+  float32_t Xb12_out, Yb12_out, Xc12_out, Yc12_out, Xd12_out, Yd12_out;
+  float32_t *ptr1;
+
+
+  /*  Initializations for the first stage */
+  n2 = fftLen;
+  n1 = n2;
+
+  /* n2 = fftLen/4 */
+  n2 >>= 2u;
+  i0 = 0u;
+  ia1 = 0u;
+
+  j = n2;
+
+  /*  Calculation of first stage */
+  do
+  {
+    /*  index calculation for the input as, */
+    /*  pSrc[i0 + 0], pSrc[i0 + fftLen/4], pSrc[i0 + fftLen/2], pSrc[i0 + 3fftLen/4] */
+    i1 = i0 + n2;
+    i2 = i1 + n2;
+    i3 = i2 + n2;
+
+    /*  Butterfly implementation */
+    xaIn = pSrc[(2u * i0)];
+    yaIn = pSrc[(2u * i0) + 1u];
+
+    xcIn = pSrc[(2u * i2)];
+    ycIn = pSrc[(2u * i2) + 1u];
+
+    xbIn = pSrc[(2u * i1)];
+    ybIn = pSrc[(2u * i1) + 1u];
+
+    xdIn = pSrc[(2u * i3)];
+    ydIn = pSrc[(2u * i3) + 1u];
+
+    /* xa + xc */
+    Xaplusc = xaIn + xcIn;
+    /* xb + xd */
+    Xbplusd = xbIn + xdIn;
+    /* ya + yc */
+    Yaplusc = yaIn + ycIn;
+    /* yb + yd */
+    Ybplusd = ybIn + ydIn;
+
+    /*  index calculation for the coefficients */
+    ia2 = ia1 + ia1;
+    co2 = pCoef[ia2 * 2u];
+    si2 = pCoef[(ia2 * 2u) + 1u];
+
+    /* xa - xc */
+    Xaminusc = xaIn - xcIn;
+    /* xb - xd */
+    Xbminusd = xbIn - xdIn;
+    /* ya - yc */
+    Yaminusc = yaIn - ycIn;
+    /* yb - yd */
+    Ybminusd = ybIn - ydIn;
+
+    /* xa' = xa + xb + xc + xd */
+    pSrc[(2u * i0)] = Xaplusc + Xbplusd;
+
+    /* ya' = ya + yb + yc + yd */
+    pSrc[(2u * i0) + 1u] = Yaplusc + Ybplusd;
+
+    /* (xa - xc) - (yb - yd) */
+    Xb12C_out = (Xaminusc - Ybminusd);
+    /* (ya - yc) + (xb - xd) */
+    Yb12C_out = (Yaminusc + Xbminusd);
+    /* (xa + xc) - (xb + xd) */
+    Xc12C_out = (Xaplusc - Xbplusd);
+    /* (ya + yc) - (yb + yd) */
+    Yc12C_out = (Yaplusc - Ybplusd);
+    /* (xa - xc) + (yb - yd) */
+    Xd12C_out = (Xaminusc + Ybminusd);
+    /* (ya - yc) - (xb - xd) */
+    Yd12C_out = (Yaminusc - Xbminusd);
+
+    co1 = pCoef[ia1 * 2u];
+    si1 = pCoef[(ia1 * 2u) + 1u];
+
+    /*  index calculation for the coefficients */
+    ia3 = ia2 + ia1;
+    co3 = pCoef[ia3 * 2u];
+    si3 = pCoef[(ia3 * 2u) + 1u];
+
+    Xb12_out = Xb12C_out * co1;
+    Yb12_out = Yb12C_out * co1;
+    Xc12_out = Xc12C_out * co2;
+    Yc12_out = Yc12C_out * co2;
+    Xd12_out = Xd12C_out * co3;
+    Yd12_out = Yd12C_out * co3;
+
+    /* xb' = (xa+yb-xc-yd)co1 - (ya-xb-yc+xd)(si1) */
+    Xb12_out -= Yb12C_out * si1;
+    /* yb' = (ya-xb-yc+xd)co1 + (xa+yb-xc-yd)(si1) */
+    Yb12_out += Xb12C_out * si1;
+    /* xc' = (xa-xb+xc-xd)co2 - (ya-yb+yc-yd)(si2) */
+    Xc12_out -= Yc12C_out * si2;
+    /* yc' = (ya-yb+yc-yd)co2 + (xa-xb+xc-xd)(si2) */
+    Yc12_out += Xc12C_out * si2;
+    /* xd' = (xa-yb-xc+yd)co3 - (ya+xb-yc-xd)(si3) */
+    Xd12_out -= Yd12C_out * si3;
+    /* yd' = (ya+xb-yc-xd)co3 + (xa-yb-xc+yd)(si3) */
+    Yd12_out += Xd12C_out * si3;
+
+    /* xc' = (xa-xb+xc-xd)co2 - (ya-yb+yc-yd)(si2) */
+    pSrc[2u * i1] = Xc12_out;
+
+    /* yc' = (ya-yb+yc-yd)co2 + (xa-xb+xc-xd)(si2) */
+    pSrc[(2u * i1) + 1u] = Yc12_out;
+
+    /* xb' = (xa+yb-xc-yd)co1 - (ya-xb-yc+xd)(si1) */
+    pSrc[2u * i2] = Xb12_out;
+
+    /* yb' = (ya-xb-yc+xd)co1 + (xa+yb-xc-yd)(si1) */
+    pSrc[(2u * i2) + 1u] = Yb12_out;
+
+    /* xd' = (xa-yb-xc+yd)co3 - (ya+xb-yc-xd)(si3) */
+    pSrc[2u * i3] = Xd12_out;
+
+    /* yd' = (ya+xb-yc-xd)co3 + (xa-yb-xc+yd)(si3) */
+    pSrc[(2u * i3) + 1u] = Yd12_out;
+
+    /*  Twiddle coefficients index modifier */
+    ia1 = ia1 + twidCoefModifier;
+
+    /*  Updating input index */
+    i0 = i0 + 1u;
+
+  } while(--j);
+
+  twidCoefModifier <<= 2u;
+
+  /*  Calculation of second stage to excluding last stage */
+  for (k = fftLen / 4; k > 4u; k >>= 2u)
+  {
+    /*  Initializations for the first stage */
+    n1 = n2;
+    n2 >>= 2u;
+    ia1 = 0u;
+
+    /*  Calculation of first stage */
+    for (j = 0u; j <= (n2 - 1u); j++)
+    {
+      /*  index calculation for the coefficients */
+      ia2 = ia1 + ia1;
+      ia3 = ia2 + ia1;
+      co1 = pCoef[ia1 * 2u];
+      si1 = pCoef[(ia1 * 2u) + 1u];
+      co2 = pCoef[ia2 * 2u];
+      si2 = pCoef[(ia2 * 2u) + 1u];
+      co3 = pCoef[ia3 * 2u];
+      si3 = pCoef[(ia3 * 2u) + 1u];
+
+      /*  Twiddle coefficients index modifier */
+      ia1 = ia1 + twidCoefModifier;
+
+      for (i0 = j; i0 < fftLen; i0 += n1)
+      {
+        /*  index calculation for the input as, */
+        /*  pSrc[i0 + 0], pSrc[i0 + fftLen/4], pSrc[i0 + fftLen/2], pSrc[i0 + 3fftLen/4] */
+        i1 = i0 + n2;
+        i2 = i1 + n2;
+        i3 = i2 + n2;
+
+        xaIn = pSrc[(2u * i0)];
+        yaIn = pSrc[(2u * i0) + 1u];
+
+        xbIn = pSrc[(2u * i1)];
+        ybIn = pSrc[(2u * i1) + 1u];
+
+        xcIn = pSrc[(2u * i2)];
+        ycIn = pSrc[(2u * i2) + 1u];
+
+        xdIn = pSrc[(2u * i3)];
+        ydIn = pSrc[(2u * i3) + 1u];
+
+        /* xa - xc */
+        Xaminusc = xaIn - xcIn;
+        /* (xb - xd) */
+        Xbminusd = xbIn - xdIn;
+        /* ya - yc */
+        Yaminusc = yaIn - ycIn;
+        /* (yb - yd) */
+        Ybminusd = ybIn - ydIn;
+
+        /* xa + xc */
+        Xaplusc = xaIn + xcIn;
+        /* xb + xd */
+        Xbplusd = xbIn + xdIn;
+        /* ya + yc */
+        Yaplusc = yaIn + ycIn;
+        /* yb + yd */
+        Ybplusd = ybIn + ydIn;
+
+        /* (xa - xc) - (yb - yd) */
+        Xb12C_out = (Xaminusc - Ybminusd);
+        /* (ya - yc) +  (xb - xd) */
+        Yb12C_out = (Yaminusc + Xbminusd);
+        /* xa + xc -(xb + xd) */
+        Xc12C_out = (Xaplusc - Xbplusd);
+        /* (ya + yc) - (yb + yd) */
+        Yc12C_out = (Yaplusc - Ybplusd);
+        /* (xa - xc) + (yb - yd) */
+        Xd12C_out = (Xaminusc + Ybminusd);
+        /* (ya - yc) -  (xb - xd) */
+        Yd12C_out = (Yaminusc - Xbminusd);
+
+        pSrc[(2u * i0)] = Xaplusc + Xbplusd;
+        pSrc[(2u * i0) + 1u] = Yaplusc + Ybplusd;
+
+        Xb12_out = Xb12C_out * co1;
+        Yb12_out = Yb12C_out * co1;
+        Xc12_out = Xc12C_out * co2;
+        Yc12_out = Yc12C_out * co2;
+        Xd12_out = Xd12C_out * co3;
+        Yd12_out = Yd12C_out * co3;
+
+        /* xb' = (xa+yb-xc-yd)co1 - (ya-xb-yc+xd)(si1) */
+        Xb12_out -= Yb12C_out * si1;
+        /* yb' = (ya-xb-yc+xd)co1 + (xa+yb-xc-yd)(si1) */
+        Yb12_out += Xb12C_out * si1;
+        /* xc' = (xa-xb+xc-xd)co2 - (ya-yb+yc-yd)(si2) */
+        Xc12_out -= Yc12C_out * si2;
+        /* yc' = (ya-yb+yc-yd)co2 + (xa-xb+xc-xd)(si2) */
+        Yc12_out += Xc12C_out * si2;
+        /* xd' = (xa-yb-xc+yd)co3 - (ya+xb-yc-xd)(si3) */
+        Xd12_out -= Yd12C_out * si3;
+        /* yd' = (ya+xb-yc-xd)co3 + (xa-yb-xc+yd)(si3) */
+        Yd12_out += Xd12C_out * si3;
+
+        /* xc' = (xa-xb+xc-xd)co2 - (ya-yb+yc-yd)(si2) */
+        pSrc[2u * i1] = Xc12_out;
+
+        /* yc' = (ya-yb+yc-yd)co2 + (xa-xb+xc-xd)(si2) */
+        pSrc[(2u * i1) + 1u] = Yc12_out;
+
+        /* xb' = (xa+yb-xc-yd)co1 - (ya-xb-yc+xd)(si1) */
+        pSrc[2u * i2] = Xb12_out;
+
+        /* yb' = (ya-xb-yc+xd)co1 + (xa+yb-xc-yd)(si1) */
+        pSrc[(2u * i2) + 1u] = Yb12_out;
+
+        /* xd' = (xa-yb-xc+yd)co3 - (ya+xb-yc-xd)(si3) */
+        pSrc[2u * i3] = Xd12_out;
+
+        /* yd' = (ya+xb-yc-xd)co3 + (xa-yb-xc+yd)(si3) */
+        pSrc[(2u * i3) + 1u] = Yd12_out;
+
+      }
+    }
+    twidCoefModifier <<= 2u;
+  }
+  /*  Initializations of last stage */
+
+  j = fftLen >> 2;
+  ptr1 = &pSrc[0];
+
+  /*  Calculations of last stage */
+  do
+  {
+
+    xaIn = ptr1[0];
+    xcIn = ptr1[4];
+    yaIn = ptr1[1];
+    ycIn = ptr1[5];
+
+    /*  Butterfly implementation */
+    /* xa + xc */
+    Xaplusc = xaIn + xcIn;
+
+    xbIn = ptr1[2];
+
+    /* xa - xc */
+    Xaminusc = xaIn - xcIn;
+
+    xdIn = ptr1[6];
+
+    /* ya + yc */
+    Yaplusc = yaIn + ycIn;
+
+    ybIn = ptr1[3];
+
+    /* ya - yc */
+    Yaminusc = yaIn - ycIn;
+
+    ydIn = ptr1[7];
+
+    /* xc + xd */
+    Xbplusd = xbIn + xdIn;
+
+    /* yb + yd */
+    Ybplusd = ybIn + ydIn;
+
+    /* xa' = xa + xb + xc + xd */
+    ptr1[0] = (Xaplusc + Xbplusd) * onebyfftLen;
+
+    /* (xb-xd) */
+    Xbminusd = xbIn - xdIn;
+
+    /* ya' = ya + yb + yc + yd */
+    ptr1[1] = (Yaplusc + Ybplusd) * onebyfftLen;
+
+    /* (yb-yd) */
+    Ybminusd = ybIn - ydIn;
+
+    /* xc' = (xa-xb+xc-xd) * onebyfftLen */
+    ptr1[2] = (Xaplusc - Xbplusd) * onebyfftLen;
+
+    /* yc' = (ya-yb+yc-yd) * onebyfftLen  */
+    ptr1[3] = (Yaplusc - Ybplusd) * onebyfftLen;
+
+    /* xb' = (xa-yb-xc+yd) * onebyfftLen */
+    ptr1[4] = (Xaminusc - Ybminusd) * onebyfftLen;
+
+    /* yb' = (ya+xb-yc-xd) * onebyfftLen */
+    ptr1[5] = (Yaminusc + Xbminusd) * onebyfftLen;
+
+    /* xd' = (xa-yb-xc+yd) * onebyfftLen */
+    ptr1[6] = (Xaminusc + Ybminusd) * onebyfftLen;
+
+    /* yd' = (ya-xb-yc+xd) * onebyfftLen */
+    ptr1[7] = (Yaminusc - Xbminusd) * onebyfftLen;
+
+    /* increment source pointer by 8 for next calculations */
+    ptr1 = ptr1 + 8u;
+
+  } while(--j);
+
+#else
+
+  float32_t t1, t2, r1, r2, s1, s2;
+
+  /* Run the below code for Cortex-M0 */
+
+  /*  Initializations for the first stage */
+  n2 = fftLen;
+  n1 = n2;
+
+  /*  Calculation of first stage */
+  for (k = fftLen; k > 4u; k >>= 2u)
+  {
+    /*  Initializations for the first stage */
+    n1 = n2;
+    n2 >>= 2u;
+    ia1 = 0u;
+
+    /*  Calculation of first stage */
+    for (j = 0u; j <= (n2 - 1u); j++)
+    {
+      /*  index calculation for the coefficients */
+      ia2 = ia1 + ia1;
+      ia3 = ia2 + ia1;
+      co1 = pCoef[ia1 * 2u];
+      si1 = pCoef[(ia1 * 2u) + 1u];
+      co2 = pCoef[ia2 * 2u];
+      si2 = pCoef[(ia2 * 2u) + 1u];
+      co3 = pCoef[ia3 * 2u];
+      si3 = pCoef[(ia3 * 2u) + 1u];
+
+      /*  Twiddle coefficients index modifier */
+      ia1 = ia1 + twidCoefModifier;
+
+      for (i0 = j; i0 < fftLen; i0 += n1)
+      {
+        /*  index calculation for the input as, */
+        /*  pSrc[i0 + 0], pSrc[i0 + fftLen/4], pSrc[i0 + fftLen/2], pSrc[i0 + 3fftLen/4] */
+        i1 = i0 + n2;
+        i2 = i1 + n2;
+        i3 = i2 + n2;
+
+        /* xa + xc */
+        r1 = pSrc[(2u * i0)] + pSrc[(2u * i2)];
+
+        /* xa - xc */
+        r2 = pSrc[(2u * i0)] - pSrc[(2u * i2)];
+
+        /* ya + yc */
+        s1 = pSrc[(2u * i0) + 1u] + pSrc[(2u * i2) + 1u];
+
+        /* ya - yc */
+        s2 = pSrc[(2u * i0) + 1u] - pSrc[(2u * i2) + 1u];
+
+        /* xb + xd */
+        t1 = pSrc[2u * i1] + pSrc[2u * i3];
+
+        /* xa' = xa + xb + xc + xd */
+        pSrc[2u * i0] = r1 + t1;
+
+        /* xa + xc -(xb + xd) */
+        r1 = r1 - t1;
+
+        /* yb + yd */
+        t2 = pSrc[(2u * i1) + 1u] + pSrc[(2u * i3) + 1u];
+
+        /* ya' = ya + yb + yc + yd */
+        pSrc[(2u * i0) + 1u] = s1 + t2;
+
+        /* (ya + yc) - (yb + yd) */
+        s1 = s1 - t2;
+
+        /* (yb - yd) */
+        t1 = pSrc[(2u * i1) + 1u] - pSrc[(2u * i3) + 1u];
+
+        /* (xb - xd) */
+        t2 = pSrc[2u * i1] - pSrc[2u * i3];
+
+        /* xc' = (xa-xb+xc-xd)co2 - (ya-yb+yc-yd)(si2) */
+        pSrc[2u * i1] = (r1 * co2) - (s1 * si2);
+
+        /* yc' = (ya-yb+yc-yd)co2 + (xa-xb+xc-xd)(si2) */
+        pSrc[(2u * i1) + 1u] = (s1 * co2) + (r1 * si2);
+
+        /* (xa - xc) - (yb - yd) */
+        r1 = r2 - t1;
+
+        /* (xa - xc) + (yb - yd) */
+        r2 = r2 + t1;
+
+        /* (ya - yc) +  (xb - xd) */
+        s1 = s2 + t2;
+
+        /* (ya - yc) -  (xb - xd) */
+        s2 = s2 - t2;
+
+        /* xb' = (xa+yb-xc-yd)co1 - (ya-xb-yc+xd)(si1) */
+        pSrc[2u * i2] = (r1 * co1) - (s1 * si1);
+
+        /* yb' = (ya-xb-yc+xd)co1 + (xa+yb-xc-yd)(si1) */
+        pSrc[(2u * i2) + 1u] = (s1 * co1) + (r1 * si1);
+
+        /* xd' = (xa-yb-xc+yd)co3 - (ya+xb-yc-xd)(si3) */
+        pSrc[2u * i3] = (r2 * co3) - (s2 * si3);
+
+        /* yd' = (ya+xb-yc-xd)co3 + (xa-yb-xc+yd)(si3) */
+        pSrc[(2u * i3) + 1u] = (s2 * co3) + (r2 * si3);
+      }
+    }
+    twidCoefModifier <<= 2u;
+  }
+  /*  Initializations of last stage */
+  n1 = n2;
+  n2 >>= 2u;
+
+  /*  Calculations of last stage */
+  for (i0 = 0u; i0 <= (fftLen - n1); i0 += n1)
+  {
+    /*  index calculation for the input as, */
+    /*  pSrc[i0 + 0], pSrc[i0 + fftLen/4], pSrc[i0 + fftLen/2], pSrc[i0 + 3fftLen/4] */
+    i1 = i0 + n2;
+    i2 = i1 + n2;
+    i3 = i2 + n2;
+
+    /*  Butterfly implementation */
+    /* xa + xc */
+    r1 = pSrc[2u * i0] + pSrc[2u * i2];
+
+    /* xa - xc */
+    r2 = pSrc[2u * i0] - pSrc[2u * i2];
+
+    /* ya + yc */
+    s1 = pSrc[(2u * i0) + 1u] + pSrc[(2u * i2) + 1u];
+
+    /* ya - yc */
+    s2 = pSrc[(2u * i0) + 1u] - pSrc[(2u * i2) + 1u];
+
+    /* xc + xd */
+    t1 = pSrc[2u * i1] + pSrc[2u * i3];
+
+    /* xa' = xa + xb + xc + xd */
+    pSrc[2u * i0] = (r1 + t1) * onebyfftLen;
+
+    /* (xa + xb) - (xc + xd) */
+    r1 = r1 - t1;
+
+    /* yb + yd */
+    t2 = pSrc[(2u * i1) + 1u] + pSrc[(2u * i3) + 1u];
+
+    /* ya' = ya + yb + yc + yd */
+    pSrc[(2u * i0) + 1u] = (s1 + t2) * onebyfftLen;
+
+    /* (ya + yc) - (yb + yd) */
+    s1 = s1 - t2;
+
+    /* (yb-yd) */
+    t1 = pSrc[(2u * i1) + 1u] - pSrc[(2u * i3) + 1u];
+
+    /* (xb-xd) */
+    t2 = pSrc[2u * i1] - pSrc[2u * i3];
+
+    /* xc' = (xa-xb+xc-xd)co2 - (ya-yb+yc-yd)(si2) */
+    pSrc[2u * i1] = r1 * onebyfftLen;
+
+    /* yc' = (ya-yb+yc-yd)co2 + (xa-xb+xc-xd)(si2) */
+    pSrc[(2u * i1) + 1u] = s1 * onebyfftLen;
+
+
+    /* (xa - xc) - (yb-yd) */
+    r1 = r2 - t1;
+
+    /* (xa - xc) + (yb-yd) */
+    r2 = r2 + t1;
+
+    /* (ya - yc) + (xb-xd) */
+    s1 = s2 + t2;
+
+    /* (ya - yc) - (xb-xd) */
+    s2 = s2 - t2;
+
+    /* xb' = (xa+yb-xc-yd)co1 - (ya-xb-yc+xd)(si1) */
+    pSrc[2u * i2] = r1 * onebyfftLen;
+
+    /* yb' = (ya-xb-yc+xd)co1 + (xa+yb-xc-yd)(si1) */
+    pSrc[(2u * i2) + 1u] = s1 * onebyfftLen;
+
+    /* xd' = (xa-yb-xc+yd)co3 - (ya+xb-yc-xd)(si3) */
+    pSrc[2u * i3] = r2 * onebyfftLen;
+
+    /* yd' = (ya+xb-yc-xd)co3 + (xa-yb-xc+yd)(si3) */
+    pSrc[(2u * i3) + 1u] = s2 * onebyfftLen;
+  }
+
+#endif /* #ifndef ARM_MATH_CM0 */
+
+}