CMSIS DSP Library from CMSIS 2.0. See http://www.onarm.com/cmsis/ for full details
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arm_dct4_q31.c
00001 /* ---------------------------------------------------------------------- 00002 * Copyright (C) 2010 ARM Limited. All rights reserved. 00003 * 00004 * $Date: 29. November 2010 00005 * $Revision: V1.0.3 00006 * 00007 * Project: CMSIS DSP Library 00008 * Title: arm_dct4_q31.c 00009 * 00010 * Description: Processing function of DCT4 & IDCT4 Q31. 00011 * 00012 * Target Processor: Cortex-M4/Cortex-M3 00013 * 00014 * Version 1.0.3 2010/11/29 00015 * Re-organized the CMSIS folders and updated documentation. 00016 * 00017 * Version 1.0.2 2010/11/11 00018 * Documentation updated. 00019 * 00020 * Version 1.0.1 2010/10/05 00021 * Production release and review comments incorporated. 00022 * 00023 * Version 1.0.0 2010/09/20 00024 * Production release and review comments incorporated. 00025 * -------------------------------------------------------------------- */ 00026 00027 #include "arm_math.h" 00028 00029 /** 00030 * @addtogroup DCT4_IDCT4 00031 * @{ 00032 */ 00033 00034 /** 00035 * @brief Processing function for the Q31 DCT4/IDCT4. 00036 * @param[in] *S points to an instance of the Q31 DCT4 structure. 00037 * @param[in] *pState points to state buffer. 00038 * @param[in,out] *pInlineBuffer points to the in-place input and output buffer. 00039 * @return none. 00040 * \par Input an output formats: 00041 * Input samples need to be downscaled by 1 bit to avoid saturations in the Q31 DCT process, 00042 * as the conversion from DCT2 to DCT4 involves one subtraction. 00043 * Internally inputs are downscaled in the RFFT process function to avoid overflows. 00044 * Number of bits downscaled, depends on the size of the transform. 00045 * The input and output formats for different DCT sizes and number of bits to upscale are mentioned in the table below: 00046 * 00047 * \image html dct4FormatsQ31Table.gif 00048 */ 00049 00050 void arm_dct4_q31( 00051 const arm_dct4_instance_q31 * S, 00052 q31_t * pState, 00053 q31_t * pInlineBuffer) 00054 { 00055 uint16_t i; /* Loop counter */ 00056 q31_t *weights = S->pTwiddle; /* Pointer to the Weights table */ 00057 q31_t *cosFact = S->pCosFactor; /* Pointer to the cos factors table */ 00058 q31_t *pS1, *pS2, *pbuff; /* Temporary pointers for input buffer and pState buffer */ 00059 q31_t in; /* Temporary variable */ 00060 00061 00062 /* DCT4 computation involves DCT2 (which is calculated using RFFT) 00063 * along with some pre-processing and post-processing. 00064 * Computational procedure is explained as follows: 00065 * (a) Pre-processing involves multiplying input with cos factor, 00066 * r(n) = 2 * u(n) * cos(pi*(2*n+1)/(4*n)) 00067 * where, 00068 * r(n) -- output of preprocessing 00069 * u(n) -- input to preprocessing(actual Source buffer) 00070 * (b) Calculation of DCT2 using FFT is divided into three steps: 00071 * Step1: Re-ordering of even and odd elements of input. 00072 * Step2: Calculating FFT of the re-ordered input. 00073 * Step3: Taking the real part of the product of FFT output and weights. 00074 * (c) Post-processing - DCT4 can be obtained from DCT2 output using the following equation: 00075 * Y4(k) = Y2(k) - Y4(k-1) and Y4(-1) = Y4(0) 00076 * where, 00077 * Y4 -- DCT4 output, Y2 -- DCT2 output 00078 * (d) Multiplying the output with the normalizing factor sqrt(2/N). 00079 */ 00080 00081 /*-------- Pre-processing ------------*/ 00082 /* Multiplying input with cos factor i.e. r(n) = 2 * x(n) * cos(pi*(2*n+1)/(4*n)) */ 00083 arm_mult_q31(pInlineBuffer, cosFact, pInlineBuffer, S->N); 00084 arm_shift_q31(pInlineBuffer, 1, pInlineBuffer, S->N); 00085 00086 /* ---------------------------------------------------------------- 00087 * Step1: Re-ordering of even and odd elements as 00088 * pState[i] = pInlineBuffer[2*i] and 00089 * pState[N-i-1] = pInlineBuffer[2*i+1] where i = 0 to N/2 00090 ---------------------------------------------------------------------*/ 00091 00092 /* pS1 initialized to pState */ 00093 pS1 = pState; 00094 00095 /* pS2 initialized to pState+N-1, so that it points to the end of the state buffer */ 00096 pS2 = pState + (S->N - 1u); 00097 00098 /* pbuff initialized to input buffer */ 00099 pbuff = pInlineBuffer; 00100 00101 /* Initializing the loop counter to N/2 >> 2 for loop unrolling by 4 */ 00102 i = S->Nby2 >> 2u; 00103 00104 /* First part of the processing with loop unrolling. Compute 4 outputs at a time. 00105 ** a second loop below computes the remaining 1 to 3 samples. */ 00106 do 00107 { 00108 /* Re-ordering of even and odd elements */ 00109 /* pState[i] = pInlineBuffer[2*i] */ 00110 *pS1++ = *pbuff++; 00111 /* pState[N-i-1] = pInlineBuffer[2*i+1] */ 00112 *pS2-- = *pbuff++; 00113 00114 *pS1++ = *pbuff++; 00115 *pS2-- = *pbuff++; 00116 00117 *pS1++ = *pbuff++; 00118 *pS2-- = *pbuff++; 00119 00120 *pS1++ = *pbuff++; 00121 *pS2-- = *pbuff++; 00122 00123 /* Decrement the loop counter */ 00124 i--; 00125 } while(i > 0u); 00126 00127 /* pbuff initialized to input buffer */ 00128 pbuff = pInlineBuffer; 00129 00130 /* pS1 initialized to pState */ 00131 pS1 = pState; 00132 00133 /* Initializing the loop counter to N/4 instead of N for loop unrolling */ 00134 i = S->N >> 2u; 00135 00136 /* Processing with loop unrolling 4 times as N is always multiple of 4. 00137 * Compute 4 outputs at a time */ 00138 do 00139 { 00140 /* Writing the re-ordered output back to inplace input buffer */ 00141 *pbuff++ = *pS1++; 00142 *pbuff++ = *pS1++; 00143 *pbuff++ = *pS1++; 00144 *pbuff++ = *pS1++; 00145 00146 /* Decrement the loop counter */ 00147 i--; 00148 } while(i > 0u); 00149 00150 00151 /* --------------------------------------------------------- 00152 * Step2: Calculate RFFT for N-point input 00153 * ---------------------------------------------------------- */ 00154 /* pInlineBuffer is real input of length N , pState is the complex output of length 2N */ 00155 arm_rfft_q31(S->pRfft, pInlineBuffer, pState); 00156 00157 /*---------------------------------------------------------------------- 00158 * Step3: Multiply the FFT output with the weights. 00159 *----------------------------------------------------------------------*/ 00160 arm_cmplx_mult_cmplx_q31(pState, weights, pState, S->N); 00161 00162 /* The output of complex multiplication is in 3.29 format. 00163 * Hence changing the format of N (i.e. 2*N elements) complex numbers to 1.31 format by shifting left by 2 bits. */ 00164 arm_shift_q31(pState, 2, pState, S->N * 2); 00165 00166 /* ----------- Post-processing ---------- */ 00167 /* DCT-IV can be obtained from DCT-II by the equation, 00168 * Y4(k) = Y2(k) - Y4(k-1) and Y4(-1) = Y4(0) 00169 * Hence, Y4(0) = Y2(0)/2 */ 00170 /* Getting only real part from the output and Converting to DCT-IV */ 00171 00172 /* Initializing the loop counter to N >> 2 for loop unrolling by 4 */ 00173 i = (S->N - 1u) >> 2u; 00174 00175 /* pbuff initialized to input buffer. */ 00176 pbuff = pInlineBuffer; 00177 00178 /* pS1 initialized to pState */ 00179 pS1 = pState; 00180 00181 /* Calculating Y4(0) from Y2(0) using Y4(0) = Y2(0)/2 */ 00182 in = *pS1++ >> 1u; 00183 /* input buffer acts as inplace, so output values are stored in the input itself. */ 00184 *pbuff++ = in; 00185 00186 /* pState pointer is incremented twice as the real values are located alternatively in the array */ 00187 pS1++; 00188 00189 /* First part of the processing with loop unrolling. Compute 4 outputs at a time. 00190 ** a second loop below computes the remaining 1 to 3 samples. */ 00191 do 00192 { 00193 /* Calculating Y4(1) to Y4(N-1) from Y2 using equation Y4(k) = Y2(k) - Y4(k-1) */ 00194 /* pState pointer (pS1) is incremented twice as the real values are located alternatively in the array */ 00195 in = *pS1++ - in; 00196 *pbuff++ = in; 00197 /* points to the next real value */ 00198 pS1++; 00199 00200 in = *pS1++ - in; 00201 *pbuff++ = in; 00202 pS1++; 00203 00204 in = *pS1++ - in; 00205 *pbuff++ = in; 00206 pS1++; 00207 00208 in = *pS1++ - in; 00209 *pbuff++ = in; 00210 pS1++; 00211 00212 /* Decrement the loop counter */ 00213 i--; 00214 } while(i > 0u); 00215 00216 /* If the blockSize is not a multiple of 4, compute any remaining output samples here. 00217 ** No loop unrolling is used. */ 00218 i = (S->N - 1u) % 0x4u; 00219 00220 while(i > 0u) 00221 { 00222 /* Calculating Y4(1) to Y4(N-1) from Y2 using equation Y4(k) = Y2(k) - Y4(k-1) */ 00223 /* pState pointer (pS1) is incremented twice as the real values are located alternatively in the array */ 00224 in = *pS1++ - in; 00225 *pbuff++ = in; 00226 /* points to the next real value */ 00227 pS1++; 00228 00229 /* Decrement the loop counter */ 00230 i--; 00231 } 00232 00233 00234 /*------------ Normalizing the output by multiplying with the normalizing factor ----------*/ 00235 00236 /* Initializing the loop counter to N/4 instead of N for loop unrolling */ 00237 i = S->N >> 2u; 00238 00239 /* pbuff initialized to the pInlineBuffer(now contains the output values) */ 00240 pbuff = pInlineBuffer; 00241 00242 /* Processing with loop unrolling 4 times as N is always multiple of 4. Compute 4 outputs at a time */ 00243 do 00244 { 00245 /* Multiplying pInlineBuffer with the normalizing factor sqrt(2/N) */ 00246 in = *pbuff; 00247 *pbuff++ = ((q31_t) (((q63_t) in * S->normalize) >> 31)); 00248 00249 in = *pbuff; 00250 *pbuff++ = ((q31_t) (((q63_t) in * S->normalize) >> 31)); 00251 00252 in = *pbuff; 00253 *pbuff++ = ((q31_t) (((q63_t) in * S->normalize) >> 31)); 00254 00255 in = *pbuff; 00256 *pbuff++ = ((q31_t) (((q63_t) in * S->normalize) >> 31)); 00257 00258 /* Decrement the loop counter */ 00259 i--; 00260 } while(i > 0u); 00261 00262 } 00263 00264 /** 00265 * @} end of DCT4_IDCT4 group 00266 */
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