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Added Condition number calculation for Rank Indicator in TM3

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(cherry picked from commit f8a4472)
master
Xavier Arteaga 7 years ago
parent cedc32fbb0
commit bbf7ffffa2
11 changed files with 261 additions and 103 deletions
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8
lib/examples/pdsch_ue.c
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@ -513,7 +513,7 @@ int main(int argc, char **argv) {
uint32_t nframes=0; uint32_t nframes=0;
uint32_t ri = 0, pmi = 0; uint32_t ri = 0, pmi = 0;
float rsrp0=0.0, rsrp1=0.0, rsrq=0.0, noise=0.0, enodebrate = 0.0, uerate = 0.0, float rsrp0=0.0, rsrp1=0.0, rsrq=0.0, noise=0.0, enodebrate = 0.0, uerate = 0.0,
sinr[SRSLTE_MAX_LAYERS][SRSLTE_MAX_CODEBOOKS]; sinr[SRSLTE_MAX_LAYERS][SRSLTE_MAX_CODEBOOKS], cn = 0.0;
bool decode_pdsch = false; bool decode_pdsch = false;
for (int i = 0; i < SRSLTE_MAX_LAYERS; i++) { for (int i = 0; i < SRSLTE_MAX_LAYERS; i++) {
@ -678,11 +678,14 @@ int main(int argc, char **argv) {
100 * (1 - (float) ue_dl.nof_detected / nof_trials), 100 * (1 - (float) ue_dl.nof_detected / nof_trials),
(float) 100 * ue_dl.pkt_errors / ue_dl.pkts_total); (float) 100 * ue_dl.pkt_errors / ue_dl.pkts_total);
} else { } else {
/* Compute condition number */
srslte_ue_dl_ri_select(&ue_dl, NULL, &cn);
/* Compute Rank Indicator (RI) and Precoding Matrix Indicator (PMI) */ /* Compute Rank Indicator (RI) and Precoding Matrix Indicator (PMI) */
srslte_ue_dl_ri_pmi_select(&ue_dl, &ri, &pmi, NULL); srslte_ue_dl_ri_pmi_select(&ue_dl, &ri, &pmi, NULL);
for (uint32_t nl = 0; nl < SRSLTE_MAX_LAYERS; nl++) { for (uint32_t nl = 0; nl < SRSLTE_MAX_LAYERS; nl++) {
for (uint32_t cb = 0; cb < SRSLTE_MAX_CODEBOOKS; cb ++) { for (uint32_t cb = 0; cb < SRSLTE_MAX_CODEBOOKS; cb ++) {
sinr[nl][cb] = SRSLTE_VEC_EMA(ue_dl.sinr[nl][cb], sinr[nl][cb], 0.05f); sinr[nl][cb] = SRSLTE_VEC_EMA(ue_dl.sinr[nl][cb], sinr[nl][cb], 0.5f);
} }
} }
@ -703,6 +706,7 @@ int main(int argc, char **argv) {
printf("\033[K PDSCH-BLER: %5.2f%%\n", (float) 100 * ue_dl.pkt_errors / ue_dl.pkts_total); printf("\033[K PDSCH-BLER: %5.2f%%\n", (float) 100 * ue_dl.pkt_errors / ue_dl.pkts_total);
printf("\033[K TB 0: mcs=%d; tbs=%d\n", ue_dl.pdsch_cfg.grant.mcs[0].idx, ue_dl.pdsch_cfg.grant.mcs[0].tbs); printf("\033[K TB 0: mcs=%d; tbs=%d\n", ue_dl.pdsch_cfg.grant.mcs[0].idx, ue_dl.pdsch_cfg.grant.mcs[0].tbs);
printf("\033[K TB 1: mcs=%d; tbs=%d\n", ue_dl.pdsch_cfg.grant.mcs[1].idx, ue_dl.pdsch_cfg.grant.mcs[1].tbs); printf("\033[K TB 1: mcs=%d; tbs=%d\n", ue_dl.pdsch_cfg.grant.mcs[1].idx, ue_dl.pdsch_cfg.grant.mcs[1].tbs);
printf("\033[K κ: %.1f dB (Condition number, 0 dB => Best)\n", cn);
printf("\033[K\n"); printf("\033[K\n");
printf("\033[KSINR (dB) Vs RI and PMI (for TM4, close loop MIMO only):\n"); printf("\033[KSINR (dB) Vs RI and PMI (for TM4, close loop MIMO only):\n");
printf("\033[K | RI | 1 | 2 |\n"); printf("\033[K | RI | 1 | 2 |\n");

7
lib/include/srslte/phy/mimo/precoding.h
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@ -127,4 +127,11 @@ SRSLTE_API int srslte_precoding_pmi_select(cf_t *h[SRSLTE_MAX_PORTS][SRSLTE_MAX_
uint32_t *pmi, uint32_t *pmi,
float sinr[SRSLTE_MAX_CODEBOOKS]); float sinr[SRSLTE_MAX_CODEBOOKS]);
SRSLTE_API int srslte_precoding_cn(cf_t *h[SRSLTE_MAX_PORTS][SRSLTE_MAX_PORTS],
uint32_t nof_tx_antennas,
uint32_t nof_rx_antennas,
uint32_t nof_symbols,
float *cn);
#endif /* PRECODING_H_ */ #endif /* PRECODING_H_ */

5
lib/include/srslte/phy/phch/pdsch.h
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@ -156,6 +156,11 @@ SRSLTE_API int srslte_pdsch_pmi_select(srslte_pdsch_t *q,
uint32_t pmi[SRSLTE_MAX_LAYERS], uint32_t pmi[SRSLTE_MAX_LAYERS],
float sinr[SRSLTE_MAX_LAYERS][SRSLTE_MAX_CODEBOOKS]); float sinr[SRSLTE_MAX_LAYERS][SRSLTE_MAX_CODEBOOKS]);
SRSLTE_API int srslte_pdsch_cn_compute(srslte_pdsch_t *q,
cf_t *ce[SRSLTE_MAX_PORTS][SRSLTE_MAX_PORTS],
uint32_t nof_ce,
float *cn);
SRSLTE_API void srslte_pdsch_set_max_noi(srslte_pdsch_t *q, uint32_t max_iter); SRSLTE_API void srslte_pdsch_set_max_noi(srslte_pdsch_t *q, uint32_t max_iter);
SRSLTE_API float srslte_pdsch_average_noi(srslte_pdsch_t *q); SRSLTE_API float srslte_pdsch_average_noi(srslte_pdsch_t *q);

4
lib/include/srslte/phy/ue/ue_dl.h
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@ -200,6 +200,10 @@ SRSLTE_API int srslte_ue_dl_ri_pmi_select(srslte_ue_dl_t *q,
uint32_t *pmi, uint32_t *pmi,
float *current_sinr); float *current_sinr);
SRSLTE_API int srslte_ue_dl_ri_select(srslte_ue_dl_t *q,
uint32_t *ri,
float *cn);
SRSLTE_API bool srslte_ue_dl_decode_phich(srslte_ue_dl_t *q, SRSLTE_API bool srslte_ue_dl_decode_phich(srslte_ue_dl_t *q,
uint32_t sf_idx, uint32_t sf_idx,
uint32_t n_prb_lowest, uint32_t n_prb_lowest,

6
lib/include/srslte/phy/utils/algebra.h
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@ -108,6 +108,12 @@ SRSLTE_API void srslte_algebra_2x2_mmse_gen(cf_t y0, cf_t y1,
float noise_estimate, float noise_estimate,
float norm); float norm);
SRSLTE_API float srslte_algebra_2x2_cn(cf_t h00,
cf_t h01,
cf_t h10,
cf_t h11);
#ifdef LV_HAVE_SSE #ifdef LV_HAVE_SSE
/* SSE implementation for complex reciprocal */ /* SSE implementation for complex reciprocal */

34
lib/src/phy/mimo/precoding.c
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@ -2517,3 +2517,37 @@ int srslte_precoding_pmi_select(cf_t *h[SRSLTE_MAX_PORTS][SRSLTE_MAX_PORTS], uin
return ret; return ret;
} }
/* PMI Select for 1 layer */
float srslte_precoding_2x2_cn_gen(cf_t *h[SRSLTE_MAX_PORTS][SRSLTE_MAX_PORTS], uint32_t nof_symbols) {
uint32_t count = 0;
float cn_avg = 0.0f;
for (uint32_t i = 0; i < nof_symbols; i += PMI_SEL_PRECISION) {
/* 0. Load channel matrix */
cf_t h00 = h[0][0][i];
cf_t h01 = h[1][0][i];
cf_t h10 = h[0][1][i];
cf_t h11 = h[1][1][i];
cn_avg += srslte_algebra_2x2_cn(h00, h01, h10, h11);
count++;
}
return cn_avg/count;
}
/* Computes the condition number for a given number of antennas,
* stores in the parameter *cn the Condition Number in dB */
int srslte_precoding_cn(cf_t *h[SRSLTE_MAX_PORTS][SRSLTE_MAX_PORTS], uint32_t nof_tx_antennas,
uint32_t nof_rx_antennas, uint32_t nof_symbols, float *cn) {
if (nof_tx_antennas == 2 && nof_rx_antennas == 2) {
*cn = srslte_precoding_2x2_cn_gen(h, nof_symbols);
return SRSLTE_SUCCESS;
} else {
ERROR("MIMO Condition Number calculation not implemented for %d×%d", nof_tx_antennas, nof_rx_antennas);
return SRSLTE_ERROR;
}
}

14
lib/src/phy/mimo/test/pmi_select_test.c
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@ -45,6 +45,7 @@ int main(int argc, char **argv) {
float noise_estimate; float noise_estimate;
float sinr_1l[SRSLTE_MAX_CODEBOOKS]; float sinr_1l[SRSLTE_MAX_CODEBOOKS];
float sinr_2l[SRSLTE_MAX_CODEBOOKS]; float sinr_2l[SRSLTE_MAX_CODEBOOKS];
float cn;
uint32_t pmi[2]; uint32_t pmi[2];
uint32_t nof_symbols = (uint32_t) SRSLTE_SF_LEN_RE(6, SRSLTE_CP_NORM); uint32_t nof_symbols = (uint32_t) SRSLTE_SF_LEN_RE(6, SRSLTE_CP_NORM);
int ret = SRSLTE_ERROR; int ret = SRSLTE_ERROR;
@ -120,6 +121,19 @@ int main(int argc, char **argv) {
ERROR("Test case %d failed computing 2 layer PMI (test=%d; gold=%d)\n", c + 1, pmi[1], gold->pmi[1]); ERROR("Test case %d failed computing 2 layer PMI (test=%d; gold=%d)\n", c + 1, pmi[1], gold->pmi[1]);
goto clean; goto clean;
} }
/* Condition number */
if (srslte_precoding_cn(h, 2, 2, nof_symbols, &cn)) {
ERROR("Test case %d condition number returned error\n");
goto clean;
}
/* Check condition number */
if (fabsf(gold->k - cn) > 0.1) {
ERROR("Test case %d failed computing condition number (test=%.2f; gold=%.2f)\n",
c + 1, cn, gold->k);
goto clean;
}
} }
/* Test passed */ /* Test passed */

232
lib/src/phy/mimo/test/pmi_select_test.h
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@ -30,173 +30,207 @@
#define PMI_SELECT_TEST_NOF_CASES 16 #define PMI_SELECT_TEST_NOF_CASES 16
typedef struct { typedef struct {
cf_t h[2][2]; cf_t h[2][2]; /* Channel estimate */
float n; float n; /* Noise estimation */
float snri_1l[4]; float snri_1l[4]; /* SINR Approximation for 1 layer (linear) */
float snri_2l[2]; float snri_2l[2]; /* SINR Approximation for 2 layers (linear) */
uint32_t pmi[2]; uint32_t pmi[2]; /* Precoding Matrix Indicator for 1 and 2 layers */
uint32_t ri; /* Rank indicator */
float k; /* Condition number (κ) in dB */
} pmi_select_test_case_gold_t; } pmi_select_test_case_gold_t;
static pmi_select_test_case_gold_t pmi_select_test_case_gold [PMI_SELECT_TEST_NOF_CASES] = { static pmi_select_test_case_gold_t pmi_select_test_case_gold [PMI_SELECT_TEST_NOF_CASES] = {
{ /* Test case 1 */ { /* Test case 1 */
.h = { .h = {
{+0.103430f+0.455920f*_Complex_I, +0.042050f+0.751883f*_Complex_I}, {+0.861552f+0.205546f*_Complex_I, +0.955538f-0.052364f*_Complex_I},
{-0.641951f-0.053356f*_Complex_I, +0.217847f+0.504428f*_Complex_I} {-0.812807f-0.287487f*_Complex_I, +0.323470f-0.048843f*_Complex_I}
}, },
.n = 0.181048, .n = 0.671022,
.snri_1l = {5.793827f, 2.505115f, 3.350922f, 4.948020f}, .snri_1l = {1.233339f, 2.567786f, 2.065012f, 1.736113f},
.snri_2l = {2.015732f, 1.848130f}, .snri_2l = {0.893739f, 0.841600f},
.pmi = {0, 0}, .pmi = {1, 0},
.ri = 2,
.k = 4.6758,
}, },
{ /* Test case 2 */ { /* Test case 2 */
.h = { .h = {
{-0.957328f-0.624816f*_Complex_I, -0.741457f-0.657570f*_Complex_I}, {+0.919290f+0.824394f*_Complex_I, -0.821831f-0.797741f*_Complex_I},
{+0.720104f+0.351137f*_Complex_I, +0.593419f-0.200211f*_Complex_I} {+0.595485f-0.413411f*_Complex_I, +0.181551f-0.896824f*_Complex_I}
}, },
.n = 0.935527, .n = 0.504128,
.snri_1l = {0.475069f, 3.077055f, 1.078656f, 2.473467f}, .snri_1l = {5.697916f, 2.631874f, 4.143253f, 4.186538f},
.snri_2l = {0.747362f, 0.594324f}, .snri_2l = {1.897704f, 1.718554f},
.pmi = {1, 0}, .pmi = {0, 0},
.ri = 2,
.k = 4.8715,
}, },
{ /* Test case 3 */ { /* Test case 3 */
.h = { .h = {
{-0.047530f-0.118039f*_Complex_I, -0.195528f-0.724032f*_Complex_I}, {+0.536752f-0.093497f*_Complex_I, -0.434029f+0.474769f*_Complex_I},
{-0.619953f+0.960678f*_Complex_I, -0.325868f-0.120700f*_Complex_I} {-0.549280f+0.019771f*_Complex_I, -0.337421f-0.234972f*_Complex_I}
}, },
.n = 0.803842, .n = 0.905483,
.snri_1l = {1.331730f, 1.164592f, 1.660155f, 0.836167f}, .snri_1l = {0.363469f, 0.941684f, 0.408025f, 0.897129f},
.snri_2l = {0.554942f, 0.579321f}, .snri_2l = {0.311544f, 0.307074f},
.pmi = {2, 1}, .pmi = {1, 0},
.ri = 1,
.k = 6.2219,
}, },
{ /* Test case 4 */ { /* Test case 4 */
.h = { .h = {
{+0.635330f-0.751786f*_Complex_I, -0.536944f-0.185884f*_Complex_I}, {+0.930515f-0.233960f*_Complex_I, +0.256535f+0.982387f*_Complex_I},
{+0.282517f-0.864615f*_Complex_I, -0.484380f-0.780479f*_Complex_I} {-0.735938f-0.426345f*_Complex_I, +0.236604f+0.412383f*_Complex_I}
}, },
.n = 0.529556, .n = 0.535206,
.snri_1l = {5.128973f, 0.465969f, 2.812367f, 2.782574f}, .snri_1l = {2.487298f, 2.932872f, 4.009672f, 1.410498f},
.snri_2l = {1.381190f, 0.818813f}, .snri_2l = {1.082110f, 1.248639f},
.pmi = {0, 0}, .pmi = {2, 1},
.ri = 2,
.k = 5.9758,
}, },
{ /* Test case 5 */ { /* Test case 5 */
.h = { .h = {
{-0.576996f+0.964470f*_Complex_I, -0.948065f+0.902764f*_Complex_I}, {-0.613578f-0.908683f*_Complex_I, +0.378870f+0.770083f*_Complex_I},
{+0.988240f-0.056784f*_Complex_I, +0.489282f+0.975071f*_Complex_I} {-0.899090f+0.679589f*_Complex_I, -0.631132f-0.763690f*_Complex_I}
}, },
.n = 0.852921, .n = 0.410415,
.snri_1l = {2.772684f, 3.261802f, 5.698031f, 0.336455f}, .snri_1l = {2.929140f, 7.281276f, 7.632612f, 2.577804f},
.snri_2l = {0.768370f, 1.469069f}, .snri_2l = {2.045272f, 2.159393f},
.pmi = {2, 1}, .pmi = {2, 1},
.ri = 2,
.k = 6.8485,
}, },
{ /* Test case 6 */ { /* Test case 6 */
.h = { .h = {
{-0.381846f-0.998609f*_Complex_I, +0.903472f-0.393687f*_Complex_I}, {-0.759543f+0.979731f*_Complex_I, +0.144185f-0.300384f*_Complex_I},
{-0.772703f-0.261637f*_Complex_I, -0.765452f-0.759318f*_Complex_I} {+0.898780f-0.582955f*_Complex_I, -0.487230f+0.331654f*_Complex_I}
}, },
.n = 0.711912, .n = 0.973345,
.snri_1l = {2.998736f, 2.538860f, 5.099274f, 0.438323f}, .snri_1l = {0.151784f, 3.077111f, 2.165454f, 1.063441f},
.snri_2l = {0.809381f, 1.371548f}, .snri_2l = {0.755981f, 0.503361f},
.pmi = {2, 1}, .pmi = {1, 0},
.ri = 1,
.k = 18.0800,
}, },
{ /* Test case 7 */ { /* Test case 7 */
.h = { .h = {
{+0.915028f-0.780771f*_Complex_I, -0.355424f+0.447925f*_Complex_I}, {+0.245400f-0.537444f*_Complex_I, -0.872924f-0.895583f*_Complex_I},
{+0.577968f+0.765204f*_Complex_I, +0.342972f-0.999014f*_Complex_I} {-0.252981f+0.803513f*_Complex_I, -0.667497f+0.586583f*_Complex_I}
}, },
.n = 0.101944, .n = 0.373014,
.snri_1l = {12.424177f, 24.940449f, 5.411339f, 31.953288f}, .snri_1l = {3.403660f, 5.744504f, 7.385295f, 1.762868f},
.snri_2l = {4.610588f, 7.664146f}, .snri_2l = {1.642126f, 2.130892f},
.pmi = {3, 1}, .pmi = {2, 1},
.ri = 2,
.k = 7.1484,
}, },
{ /* Test case 8 */ { /* Test case 8 */
.h = { .h = {
{-0.259232f-0.654765f*_Complex_I, +0.829378f-0.793859f*_Complex_I}, {+0.664109f-0.281444f*_Complex_I, +0.507669f-0.822295f*_Complex_I},
{+0.997978f+0.212295f*_Complex_I, -0.659012f-0.176220f*_Complex_I} {+0.243726f-0.316646f*_Complex_I, -0.211814f+0.097341f*_Complex_I}
}, },
.n = 0.255783, .n = 0.460547,
.snri_1l = {3.345813f, 9.635433f, 6.767844f, 6.213402f}, .snri_1l = {1.948731f, 1.673386f, 2.389606f, 1.232511f},
.snri_2l = {3.215386f, 2.640976f}, .snri_2l = {0.623422f, 0.659548f},
.pmi = {1, 0}, .pmi = {2, 1},
.ri = 1,
.k = 9.8582,
}, },
{ /* Test case 9 */ { /* Test case 9 */
.h = { .h = {
{-0.596630f+0.244853f*_Complex_I, -0.624622f+0.316537f*_Complex_I}, {+0.290905f-0.072573f*_Complex_I, +0.027042f+0.179635f*_Complex_I},
{+0.767545f-0.645831f*_Complex_I, +0.262828f+0.251697f*_Complex_I} {+0.628853f-0.625656f*_Complex_I, -0.805634f+0.222660f*_Complex_I}
}, },
.n = 0.876456, .n = 0.051942,
.snri_1l = {0.367264f, 1.965908f, 1.215674f, 1.117498f}, .snri_1l = {20.229536f, 10.736104f, 15.206118f, 15.759523f},
.snri_2l = {0.579923f, 0.479609f}, .snri_2l = {2.426844f, 2.175025f},
.pmi = {1, 0}, .pmi = {0, 0},
.ri = 1,
.k = 12.8396,
}, },
{ /* Test case 10 */ { /* Test case 10 */
.h = { .h = {
{-0.643594f+0.172442f*_Complex_I, +0.291148f-0.026254f*_Complex_I}, {+0.151454f-0.701886f*_Complex_I, +0.684689f-0.943441f*_Complex_I},
{+0.768244f+0.678173f*_Complex_I, -0.498968f-0.896649f*_Complex_I} {-0.000548f+0.513340f*_Complex_I, -0.121950f+0.592212f*_Complex_I}
}, },
.n = 0.739473, .n = 0.293556,
.snri_1l = {1.104856f, 2.455074f, 2.920106f, 0.639825f}, .snri_1l = {0.848833f, 7.679596f, 3.011330f, 5.517099f},
.snri_2l = {0.557672f, 0.658911f}, .snri_2l = {1.442768f, 0.788147f},
.pmi = {2, 1}, .pmi = {1, 0},
.ri = 1,
.k = 22.0345,
}, },
{ /* Test case 11 */ { /* Test case 11 */
.h = { .h = {
{+0.109032f-0.285542f*_Complex_I, -0.141055f+0.318945f*_Complex_I}, {-0.769587f+0.330477f*_Complex_I, -0.249817f+0.920280f*_Complex_I},
{+0.559445f-0.211656f*_Complex_I, -0.206665f-0.643045f*_Complex_I} {+0.657787f+0.886236f*_Complex_I, +0.683553f-0.774601f*_Complex_I}
}, },
.n = 0.054295, .n = 0.648287,
.snri_1l = {8.472397f, 10.480333f, 4.074631f, 14.878099f}, .snri_1l = {1.312873f, 4.697041f, 5.064183f, 0.945731f},
.snri_2l = {2.121444f, 2.979095f}, .snri_2l = {0.993660f, 1.125611f},
.pmi = {3, 1}, .pmi = {2, 1},
.ri = 1,
.k = 12.9593,
}, },
{ /* Test case 12 */ { /* Test case 12 */
.h = { .h = {
{-0.505758f-0.710501f*_Complex_I, +0.803627f+0.023333f*_Complex_I}, {-0.038392f+0.542607f*_Complex_I, -0.866959f-0.879276f*_Complex_I},
{+0.964886f+0.987055f*_Complex_I, -0.031782f+0.525138f*_Complex_I} {+0.795542f-0.475085f*_Complex_I, -0.005540f+0.302139f*_Complex_I}
}, },
.n = 0.966024, .n = 0.133604,
.snri_1l = {0.612742f, 3.102514f, 1.227107f, 2.488149f}, .snri_1l = {6.257962f, 14.479088f, 15.459994f, 5.277056f},
.snri_2l = {0.848010f, 0.701000f}, .snri_2l = {3.523645f, 3.845011f},
.pmi = {1, 0}, .pmi = {2, 1},
.ri = 1,
.k = 7.6196,
}, },
{ /* Test case 13 */ { /* Test case 13 */
.h = { .h = {
{+0.859761f-0.737655f*_Complex_I, -0.527019f+0.509133f*_Complex_I}, {+0.277091f-0.237022f*_Complex_I, -0.230114f-0.399963f*_Complex_I},
{-0.804956f-0.303794f*_Complex_I, -0.180451f-0.100433f*_Complex_I} {+0.531396f-0.319721f*_Complex_I, +0.305831f+0.837853f*_Complex_I}
}, },
.n = 0.199335, .n = 0.456267,
.snri_1l = {4.402551f, 8.656756f, 10.092319f, 2.966987f}, .snri_1l = {1.272387f, 2.072182f, 1.744873f, 1.599696f},
.snri_2l = {2.048224f, 2.462759f}, .snri_2l = {0.720254f, 0.700519f},
.pmi = {2, 1}, .pmi = {1, 0},
.ri = 2,
.k = 5.9972,
}, },
{ /* Test case 14 */ { /* Test case 14 */
.h = { .h = {
{+0.473036f+0.227467f*_Complex_I, -0.593265f-0.308456f*_Complex_I}, {-0.115006f+0.764806f*_Complex_I, -0.091628f-0.960249f*_Complex_I},
{+0.536321f+0.445264f*_Complex_I, -0.517440f-0.765554f*_Complex_I} {+0.890564f-0.316470f*_Complex_I, -0.561762f+0.532055f*_Complex_I}
}, },
.n = 0.180788, .n = 0.342804,
.snri_1l = {10.671400f, 0.736020f, 3.584109f, 7.823311f}, .snri_1l = {2.060602f, 6.750694f, 8.002153f, 0.809143f},
.snri_2l = {2.029078f, 0.914443f}, .snri_2l = {1.036665f, 1.575640f},
.pmi = {0, 0}, .pmi = {2, 1},
.ri = 1,
.k = 18.9097,
}, },
{ /* Test case 15 */ { /* Test case 15 */
.h = { .h = {
{-0.612271f+0.338114f*_Complex_I, -0.278903f+0.914426f*_Complex_I}, {+0.237613f+0.203137f*_Complex_I, -0.093958f+0.298835f*_Complex_I},
{-0.191213f-0.136670f*_Complex_I, -0.548440f+0.607628f*_Complex_I} {-0.979675f-0.314559f*_Complex_I, +0.198162f-0.013401f*_Complex_I}
}, },
.n = 0.798189, .n = 0.701774,
.snri_1l = {2.309797f, 0.356735f, 0.731443f, 1.935089f}, .snri_1l = {0.466961f, 1.376956f, 0.827475f, 1.016442f},
.snri_2l = {0.577612f, 0.490806f}, .snri_2l = {0.386935f, 0.354722f},
.pmi = {0, 0}, .pmi = {1, 0},
.ri = 1,
.k = 11.2469,
}, },
{ /* Test case 16 */ { /* Test case 16 */
.h = { .h = {
{+0.990482f+0.513519f*_Complex_I, -0.576391f+0.922553f*_Complex_I}, {+0.775605f+0.528142f*_Complex_I, -0.889884f+0.975918f*_Complex_I},
{-0.341962f+0.139785f*_Complex_I, +0.524684f+0.217012f*_Complex_I} {-0.803276f-0.749350f*_Complex_I, +0.299566f-0.271046f*_Complex_I}
}, },
.n = 0.365092, .n = 0.676230,
.snri_1l = {2.942635f, 4.964827f, 4.761949f, 3.145513f}, .snri_1l = {0.661772f, 5.245671f, 3.261470f, 2.645973f},
.snri_2l = {1.291431f, 1.267123f}, .snri_2l = {1.354145f, 0.857372f},
.pmi = {1, 0}, .pmi = {1, 0},
.ri = 1,
.k = 10.7137,
}, },
}; };

5
lib/src/phy/phch/pdsch.c
Unescape Escape View File

@ -700,6 +700,11 @@ int srslte_pdsch_pmi_select(srslte_pdsch_t *q,
return SRSLTE_SUCCESS; return SRSLTE_SUCCESS;
} }
int srslte_pdsch_cn_compute(srslte_pdsch_t *q,
cf_t *ce[SRSLTE_MAX_PORTS][SRSLTE_MAX_PORTS], uint32_t nof_ce, float *cn) {
return srslte_precoding_cn(ce, q->cell.nof_ports, q->nof_rx_antennas, nof_ce, cn);
}
int srslte_pdsch_encode(srslte_pdsch_t *q, int srslte_pdsch_encode(srslte_pdsch_t *q,
srslte_pdsch_cfg_t *cfg, srslte_softbuffer_tx_t *softbuffer, srslte_pdsch_cfg_t *cfg, srslte_softbuffer_tx_t *softbuffer,
uint8_t *data, uint16_t rnti, cf_t *sf_symbols[SRSLTE_MAX_PORTS]) uint8_t *data, uint16_t rnti, cf_t *sf_symbols[SRSLTE_MAX_PORTS])

26
lib/src/phy/ue/ue_dl.c
Unescape Escape View File

@ -467,6 +467,8 @@ int srslte_ue_dl_decode_rnti_multi(srslte_ue_dl_t *q, cf_t *input[SRSLTE_MAX_POR
} }
} }
/* Compute the Rank Indicator (RI) and Precoder Matrix Indicator (PMI) by computing the Signal to Interference plus
* Noise Ratio (SINR), valid for TM4 */
int srslte_ue_dl_ri_pmi_select(srslte_ue_dl_t *q, uint32_t *ri, uint32_t *pmi, float *current_sinr) { int srslte_ue_dl_ri_pmi_select(srslte_ue_dl_t *q, uint32_t *ri, uint32_t *pmi, float *current_sinr) {
float noise_estimate = srslte_chest_dl_get_noise_estimate(&q->chest); float noise_estimate = srslte_chest_dl_get_noise_estimate(&q->chest);
float best_sinr = -INFINITY; float best_sinr = -INFINITY;
@ -484,8 +486,8 @@ int srslte_ue_dl_ri_pmi_select(srslte_ue_dl_t *q, uint32_t *ri, uint32_t *pmi, f
/* Select the best Rank indicator (RI) and Precoding Matrix Indicator (PMI) */ /* Select the best Rank indicator (RI) and Precoding Matrix Indicator (PMI) */
for (uint32_t nof_layers = 1; nof_layers <= q->pdsch_cfg.nof_layers; nof_layers++ ) { for (uint32_t nof_layers = 1; nof_layers <= q->pdsch_cfg.nof_layers; nof_layers++ ) {
if (q->sinr[nof_layers][q->pmi[nof_layers]] > best_sinr) { if (q->sinr[nof_layers][q->pmi[nof_layers]] > best_sinr + 0.1) {
best_sinr = q->sinr[nof_layers][q->pmi[nof_layers]]; best_sinr = q->sinr[nof_layers][q->pmi[nof_layers]]*nof_layers;
best_pmi = q->pmi[nof_layers]; best_pmi = q->pmi[nof_layers];
best_ri = nof_layers; best_ri = nof_layers;
} }
@ -526,6 +528,26 @@ int srslte_ue_dl_ri_pmi_select(srslte_ue_dl_t *q, uint32_t *ri, uint32_t *pmi, f
return SRSLTE_SUCCESS; return SRSLTE_SUCCESS;
} }
/* Compute the Rank Indicator (RI) by computing the condition number, valid for TM3 */
int srslte_ue_dl_ri_select(srslte_ue_dl_t *q, uint32_t *ri, float *cn) {
float _cn;
int ret = srslte_pdsch_cn_compute(&q->pdsch, q->ce_m, SRSLTE_SF_LEN_RE(q->cell.nof_prb, q->cell.cp), &_cn);
/* Set Condition number */
if (cn) {
*cn = _cn;
}
/* Set rank indicator */
if (!ret && ri) {
*ri = (_cn > 3.0f)? 1:0;
}
return ret;
}
uint32_t srslte_ue_dl_get_ncce(srslte_ue_dl_t *q) { uint32_t srslte_ue_dl_get_ncce(srslte_ue_dl_t *q) {
return q->last_location.ncce; return q->last_location.ncce;
} }

23
lib/src/phy/utils/algebra.c
Unescape Escape View File

@ -26,6 +26,7 @@
#include <complex.h> #include <complex.h>
#include <immintrin.h> #include <immintrin.h>
#include <math.h>
#include "srslte/phy/utils/algebra.h" #include "srslte/phy/utils/algebra.h"
@ -92,6 +93,28 @@ inline void srslte_algebra_2x2_mmse_gen(cf_t y0, cf_t y1, cf_t h00, cf_t h01, cf
*x1 = (y0 * w10 + y1 * w11) * _norm; *x1 = (y0 * w10 + y1 * w11) * _norm;
} }
inline float srslte_algebra_2x2_cn(cf_t h00, cf_t h01, cf_t h10, cf_t h11) {
/* 1. A = H * H' (A = A') */
float a00 =
crealf(h00) * crealf(h00) + crealf(h01) * crealf(h01) + cimagf(h00) * cimagf(h00) + cimagf(h01) * cimagf(h01);
cf_t a01 = h00 * conjf(h10) + h01 * conjf(h11);
//cf_t a10 = h10*conjf(h00) + h11*conjf(h01) = conjf(a01);
float a11 =
crealf(h10) * crealf(h10) + crealf(h11) * crealf(h11) + cimagf(h10) * cimagf(h10) + cimagf(h11) * cimagf(h11);
/* 2. |H * H' - {λ0, λ1}| = 0 -> aλ² + bλ + c = 0 */
float b = a00 + a11;
float c = a00 * a11 - (crealf(a01) * crealf(a01) + cimagf(a01) * cimagf(a01));
/* 3. λ = (-b ± sqrt(b² - 4 * c))/2 */
float sqr = sqrtf(b * b - 4.0f * c);
float xmax = b + sqr;
float xmin = b - sqr;
/* 4. κ = sqrt(λ_max / λ_min) */
return 10 * log10f(xmax / xmin);
}
#ifdef LV_HAVE_SSE #ifdef LV_HAVE_SSE
/* SSE implementation for complex reciprocal */ /* SSE implementation for complex reciprocal */

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