mirror of https://github.com/PentHertz/srsLTE.git
Split llr_approx() in three routines
This commit is contained in:
ismagom
marojevic
parent
3dfb1824b4
commit
de1454cf7b
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@ -42,14 +42,17 @@ CHECK_FUNCTION_EXISTS_MATH(volk_32f_x2_dot_prod_32f HAVE_VOLK_DOTPROD_F_FUNCTION
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CHECK_FUNCTION_EXISTS_MATH(volk_32fc_s32f_atan2_32f HAVE_VOLK_ATAN_FUNCTION)
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CHECK_FUNCTION_EXISTS_MATH(volk_32f_s32f_convert_16i HAVE_VOLK_CONVERT_FI_FUNCTION)
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CHECK_FUNCTION_EXISTS_MATH(volk_32fc_deinterleave_32f_x2 HAVE_VOLK_DEINTERLEAVE_FUNCTION)
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CHECK_FUNCTION_EXISTS_MATH(volk_32f_x2_subtract_32f HAVE_VOLK_SUB_FLOAT_FUNCTION)
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CHECK_FUNCTION_EXISTS_MATH(volk_32fc_x2_square_dist_32f HAVE_VOLK_SQUARE_DIST_FUNCTION)
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SET(VOLK_DEFINITIONS "HAVE_VOLK")
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IF(${HAVE_VOLK_DOTPROD_CONJ_FC_FUNCTION})
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SET(VOLK_DEFINITIONS "${VOLK_DEFINITIONS}; HAVE_VOLK_DOTPROD_CONJ_FC_FUNCTION")
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ENDIF()
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IF(${HAVE_VOLK_SQUARE_DIST_FUNCTION})
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SET(VOLK_DEFINITIONS "${VOLK_DEFINITIONS}; HAVE_VOLK_SQUARE_DIST_FUNCTION")
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ENDIF()
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IF(${HAVE_VOLK_SUB_FLOAT_FUNCTION})
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SET(VOLK_DEFINITIONS "${VOLK_DEFINITIONS}; HAVE_VOLK_SUB_FLOAT_FUNCTION")
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ENDIF()
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@ -35,7 +35,7 @@
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typedef _Complex float cf_t;
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#define EXPAVERAGE(data, average, nframes) ((data + average * nframes) / (nframes + 1))
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#define EXPAVERAGE(data, average, nframes) (((data) + (average) * (nframes)) / ((nframes) + 1))
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/** Return the sum of all the elements */
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@ -64,6 +64,9 @@ LIBLTE_API void vec_sum_ccc(cf_t *x, cf_t *y, cf_t *z, uint32_t len);
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/* substract two vectors z=x-y */
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LIBLTE_API void vec_sub_fff(float *x, float *y, float *z, uint32_t len);
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/* Square distance */
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LIBLTE_API void vec_square_dist(cf_t symbol, cf_t *points, float *distance, uint32_t npoints);
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/* scalar product */
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LIBLTE_API void vec_sc_prod_cfc(cf_t *x, float h, cf_t *z, uint32_t len);
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LIBLTE_API void vec_sc_prod_ccc(cf_t *x, cf_t h, cf_t *z, uint32_t len);
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@ -33,51 +33,66 @@
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#include <stdint.h>
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#include "soft_algs.h"
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#include "liblte/phy/utils/vector.h"
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#define LLR_APPROX_USE_VOLK
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#ifdef LLR_APPROX_USE_VOLK
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void
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llr_approx(const _Complex float *in, float *out, int N, int M, int B,
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_Complex float *symbols, uint32_t(*S)[6][32], float sigma2)
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{
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int i, s, b;
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float num, den;
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int change_sign = -1;
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float x, y, d[64];
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for (s = 0; s < N; s++) { /* recevied symbols */
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/* Compute the distances squared d[i] between the received symbol and all constellation points */
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for (i = 0; i < M; i++) {
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x = __real__ in[s] - __real__ symbols[i];
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y = __imag__ in[s] - __imag__ symbols[i];
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d[i] = x * x + y * y;
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}
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typedef _Complex float cf_t;
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float d[10000][64];
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float num[10000], den[10000];
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static void compute_square_dist(const cf_t *in, cf_t *symbols, int N, int M) {
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int s;
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float *d_ptr;
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for (s = 0; s < N; s++) {
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d_ptr = d[s];
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vec_square_dist(in[s], symbols, d_ptr, M);
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}
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}
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static void compute_min_dist(uint32_t (*S)[6][32], int N, int B, int M) {
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int s, b, i;
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for (s = 0; s < N; s++) {
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for (b = 0; b < B; b++) { /* bits per symbol */
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/* initiate num[b] and den[b] */
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num = d[S[0][b][0]];
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den = d[S[1][b][0]];
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num[s * B + b] = 1e10;
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den[s * B + b] = 1e10;
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/* Minimum distance squared search between recevied symbol and a constellation point with a
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'1' and a '0' for each bit position */
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for (i = 1; i < M / 2; i++) { /* half the constellation points have '1'|'0' at any given bit position */
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if (d[S[0][b][i]] < num) {
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num = d[S[0][b][i]];
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for (i = 0; i < M / 2; i++) {
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if (d[s][S[0][b][i]] < num[s * B + b]) {
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num[s * B + b] = d[s][S[0][b][i]];
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}
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if (d[S[1][b][i]] < den) {
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den = d[S[1][b][i]];
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if (d[s][S[1][b][i]] < den[s * B + b]) {
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den[s * B + b] = d[s][S[1][b][i]];
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}
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}
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/* Theoretical LLR and approximate LLR values are positive if
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* symbol(s) with '0' is/are closer and negative if symbol(s)
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* with '1' are closer.
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* Change sign if mapping negative to '0' and positive to '1' */
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out[s * B + b] = change_sign * (den - num) / sigma2;
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}
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}
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}
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static void compute_llr(int N, int B, float sigma2, float *out) {
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int s, b;
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for (s = 0; s < N; s++) {
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for (b = 0; b < B; b++) { /* bits per symbol */
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out[s * B + b] = (num[s * B + b]-den[s * B + b]) / sigma2;
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}
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}
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}
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void llr_approx(const _Complex float *in, float *out, int N, int M, int B,
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_Complex float *symbols, uint32_t(*S)[6][32], float sigma2)
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{
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if (M <= 64) {
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compute_square_dist(in, symbols, N, M);
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compute_min_dist(S, N, B, M);
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compute_llr(N, B, sigma2, out);
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}
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}
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#else
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@ -135,6 +150,8 @@ llr_approx(const _Complex float *in, float *out, int N, int M, int B,
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* with '1' are closer.
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* Change sign if mapping negative to '0' and positive to '1' */
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out[s * B + b] = change_sign * (den - num) / sigma2;
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if (s<10)
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printf("out[%d]=%f=%f/%f\n",s*B+b,out[s*B+b], num,den);
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}
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}
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@ -100,7 +100,7 @@ float mse_threshold() {
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case LTE_QAM16:
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return 0.11;
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case LTE_QAM64:
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return 0.18;
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return 0.19;
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default:
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return -1.0;
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}
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@ -159,7 +159,7 @@ int main(int argc, char **argv) {
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}
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/* generate random data */
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srand(time(NULL));
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srand(0);
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int ret = -1;
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double mse;
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@ -187,7 +187,9 @@ int main(int argc, char **argv) {
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get_time_interval(t);
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/* compute exponentially averaged execution time */
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mean_texec = EXPAVERAGE((float) t[0].tv_usec, mean_texec, n);
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if (n > 0) {
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mean_texec = EXPAVERAGE((float) t[0].tv_usec, mean_texec, n-1);
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}
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/* check MSE */
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mse = 0.0;
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@ -39,7 +39,7 @@
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#endif
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int vec_acc_ii(int *x, uint32_t len) {
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int i;
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uint32_t i;
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int z=0;
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for (i=0;i<len;i++) {
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z+=x[i];
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@ -53,7 +53,7 @@ float vec_acc_ff(float *x, uint32_t len) {
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volk_32f_accumulator_s32f(&result,x,len);
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return result;
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#else
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int i;
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uint32_t i;
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float z=0;
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for (i=0;i<len;i++) {
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z+=x[i];
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@ -63,7 +63,7 @@ float vec_acc_ff(float *x, uint32_t len) {
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}
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cf_t vec_acc_cc(cf_t *x, uint32_t len) {
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int i;
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uint32_t i;
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cf_t z=0;
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for (i=0;i<len;i++) {
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z+=x[i];
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@ -71,9 +71,22 @@ cf_t vec_acc_cc(cf_t *x, uint32_t len) {
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return z;
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}
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void vec_square_dist(cf_t symbol, cf_t *points, float *distance, uint32_t npoints) {
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#ifndef HAVE_VOLK_SQUARE_DIST_FUNCTION
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uint32_t i;
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cf_t diff;
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for (i=0;i<npoints;i++) {
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diff = symbol - points[i];
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distance[i] = crealf(diff) * crealf(diff) + cimagf(diff) * cimagf(diff);
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}
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#else
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volk_32fc_x2_square_dist_32f(distance,&symbol,points,npoints);
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#endif
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}
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void vec_sub_fff(float *x, float *y, float *z, uint32_t len) {
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#ifndef HAVE_VOLK_SUB_FLOAT_FUNCTION
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int i;
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uint32_t i;
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for (i=0;i<len;i++) {
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z[i] = x[i]-y[i];
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}
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@ -83,14 +96,14 @@ void vec_sub_fff(float *x, float *y, float *z, uint32_t len) {
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}
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void vec_sum_ccc(cf_t *x, cf_t *y, cf_t *z, uint32_t len) {
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int i;
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uint32_t i;
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for (i=0;i<len;i++) {
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z[i] = x[i]+y[i];
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}
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}
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void vec_sum_bbb(char *x, char *y, char *z, uint32_t len) {
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int i;
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uint32_t i;
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for (i=0;i<len;i++) {
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z[i] = x[i]+y[i];
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}
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@ -98,7 +111,7 @@ void vec_sum_bbb(char *x, char *y, char *z, uint32_t len) {
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void vec_sc_prod_fff(float *x, float h, float *z, uint32_t len) {
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#ifndef HAVE_VOLK_MULT_FLOAT_FUNCTION
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int i;
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uint32_t i;
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for (i=0;i<len;i++) {
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z[i] = x[i]*h;
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}
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@ -109,7 +122,7 @@ void vec_sc_prod_fff(float *x, float h, float *z, uint32_t len) {
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void vec_sc_prod_cfc(cf_t *x, float h, cf_t *z, uint32_t len) {
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#ifndef HAVE_VOLK_MULT_FUNCTION
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int i;
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uint32_t i;
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for (i=0;i<len;i++) {
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z[i] = x[i]*h;
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}
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@ -123,7 +136,7 @@ void vec_sc_prod_cfc(cf_t *x, float h, cf_t *z, uint32_t len) {
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void vec_sc_prod_ccc(cf_t *x, cf_t h, cf_t *z, uint32_t len) {
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#ifndef HAVE_VOLK_MULT_FUNCTION
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int i;
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uint32_t i;
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for (i=0;i<len;i++) {
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z[i] = x[i]*h;
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}
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@ -136,7 +149,7 @@ void vec_convert_fi(float *x, int16_t *z, float scale, uint32_t len) {
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#ifdef HAVE_VOLK_CONVERT_FI_FUNCTION
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volk_32f_s32f_convert_16i(z, x, scale, len);
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#else
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int i;
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uint32_t i;
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for (i=0;i<len;i++) {
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z[i] = (int16_t) (x[i]*scale);
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}
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@ -147,7 +160,7 @@ void vec_deinterleave_cf(cf_t *x, float *real, float *imag, uint32_t len) {
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#ifdef HAVE_VOLK_DEINTERLEAVE_FUNCTION
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volk_32fc_deinterleave_32f_x2(real, imag, x, len);
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#else
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int i;
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uint32_t i;
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for (i=0;i<len;i++) {
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real[i] = __real__ x[i];
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imag[i] = __imag__ x[i];
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@ -185,7 +198,7 @@ void *vec_realloc(void *ptr, uint32_t old_size, uint32_t new_size) {
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void vec_fprint_c(FILE *stream, cf_t *x, uint32_t len) {
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int i;
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uint32_t i;
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fprintf(stream, "[");
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for (i=0;i<len;i++) {
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fprintf(stream, "%+2.2f%+2.2fi, ", __real__ x[i], __imag__ x[i]);
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@ -194,7 +207,7 @@ void vec_fprint_c(FILE *stream, cf_t *x, uint32_t len) {
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}
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void vec_fprint_f(FILE *stream, float *x, uint32_t len) {
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int i;
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uint32_t i;
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fprintf(stream, "[");
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for (i=0;i<len;i++) {
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fprintf(stream, "%+2.2f, ", x[i]);
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@ -204,7 +217,7 @@ void vec_fprint_f(FILE *stream, float *x, uint32_t len) {
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void vec_fprint_b(FILE *stream, char *x, uint32_t len) {
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int i;
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uint32_t i;
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fprintf(stream, "[");
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for (i=0;i<len;i++) {
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fprintf(stream, "%d, ", x[i]);
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@ -213,7 +226,7 @@ void vec_fprint_b(FILE *stream, char *x, uint32_t len) {
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}
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void vec_fprint_i(FILE *stream, int *x, uint32_t len) {
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int i;
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uint32_t i;
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fprintf(stream, "[");
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for (i=0;i<len;i++) {
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fprintf(stream, "%d, ", x[i]);
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@ -249,7 +262,7 @@ void vec_save_file(char *filename, void *buffer, uint32_t len) {
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void vec_conj_cc(cf_t *x, cf_t *y, uint32_t len) {
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#ifndef HAVE_VOLK_CONJ_FUNCTION
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int i;
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uint32_t i;
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for (i=0;i<len;i++) {
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y[i] = conjf(x[i]);
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}
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@ -260,7 +273,7 @@ void vec_conj_cc(cf_t *x, cf_t *y, uint32_t len) {
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void vec_prod_cfc(cf_t *x, float *y, cf_t *z, uint32_t len) {
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#ifndef HAVE_VOLK_MULT_REAL_FUNCTION
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int i;
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uint32_t i;
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for (i=0;i<len;i++) {
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z[i] = x[i]*y[i];
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}
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@ -272,7 +285,7 @@ void vec_prod_cfc(cf_t *x, float *y, cf_t *z, uint32_t len) {
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void vec_prod_ccc(cf_t *x,cf_t *y, cf_t *z, uint32_t len) {
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#ifndef HAVE_VOLK_MULT2_FUNCTION
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int i;
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uint32_t i;
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for (i=0;i<len;i++) {
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z[i] = x[i]*y[i];
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}
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@ -284,7 +297,7 @@ void vec_prod_ccc(cf_t *x,cf_t *y, cf_t *z, uint32_t len) {
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void vec_prod_conj_ccc(cf_t *x,cf_t *y, cf_t *z, uint32_t len) {
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#ifndef HAVE_VOLK_MULT2_CONJ_FUNCTION
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int i;
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uint32_t i;
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for (i=0;i<len;i++) {
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z[i] = x[i]*conjf(y[i]);
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}
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@ -294,7 +307,7 @@ void vec_prod_conj_ccc(cf_t *x,cf_t *y, cf_t *z, uint32_t len) {
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}
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void vec_div_ccc(cf_t *x, cf_t *y, cf_t *z, uint32_t len) {
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int i;
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uint32_t i;
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for (i=0;i<len;i++) {
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z[i] = x[i] / y[i];
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}
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@ -304,7 +317,7 @@ void vec_div_fff(float *x, float *y, float *z, uint32_t len) {
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#ifdef HAVE_VOLK_DIVIDE_FUNCTION
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volk_32f_x2_divide_32f(z, x, y, len);
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#else
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int i;
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uint32_t i;
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for (i=0;i<len;i++) {
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z[i] = x[i] / y[i];
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}
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@ -359,7 +372,7 @@ float vec_dot_prod_fff(float *x, float *y, uint32_t len) {
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float vec_avg_power_cf(cf_t *x, uint32_t len) {
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int j;
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uint32_t j;
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float power = 0;
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for (j=0;j<len;j++) {
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power += crealf(x[j]*conjf(x[j]));
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@ -369,7 +382,7 @@ float vec_avg_power_cf(cf_t *x, uint32_t len) {
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void vec_abs_cf(cf_t *x, float *abs, uint32_t len) {
|
||||
#ifndef HAVE_VOLK_MAG_FUNCTION
|
||||
int i;
|
||||
uint32_t i;
|
||||
for (i=0;i<len;i++) {
|
||||
abs[i] = cabsf(x[i]);
|
||||
}
|
||||
|
|
@ -382,7 +395,7 @@ void vec_abs_cf(cf_t *x, float *abs, uint32_t len) {
|
|||
|
||||
void vec_arg_cf(cf_t *x, float *arg, uint32_t len) {
|
||||
#ifndef HAVE_VOLK_ATAN_FUNCTION
|
||||
int i;
|
||||
uint32_t i;
|
||||
for (i=0;i<len;i++) {
|
||||
arg[i] = cargf(x[i]);
|
||||
}
|
||||
|
|
@ -414,10 +427,10 @@ uint32_t vec_max_fi(float *x, uint32_t len) {
|
|||
}
|
||||
|
||||
void vec_quant_fuc(float *in, unsigned char *out, float gain, float offset, float clip, uint32_t len) {
|
||||
int i;
|
||||
int tmp;
|
||||
uint32_t i;
|
||||
uint32_t tmp;
|
||||
for (i=0;i<len;i++) {
|
||||
tmp = (int) (offset + gain * in[i]);
|
||||
tmp = (uint32_t) (offset + gain * in[i]);
|
||||
if (tmp < 0)
|
||||
tmp = 0;
|
||||
if (tmp > clip)
|
||||
|
|
|
|||
Loading…
Reference in New Issue