libdspl-2.0/examples/src/psd_welch_cmplx_test.c

99 wiersze
3.0 KiB
C

#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include "dspl.h"
#define N 8192
#define FS 1.0
void psd_plot(int argc, char* argv[], char* fn_png, char* fn_data)
{
char cmd[512] = {0};
void* hplot; /* GNUPLOT handle */
/* plotting by GNUPLOT */
gnuplot_create(argc, argv, 680, 480, fn_png, &hplot);
gnuplot_cmd(hplot, "unset key");
gnuplot_cmd(hplot, "set grid");
gnuplot_cmd(hplot, "set xlabel 'frequency, Hz'");
gnuplot_cmd(hplot, "set ylabel 'Power Spectral Density, [dB/Hz]'");
gnuplot_cmd(hplot, "set yrange [-60: 40]");
sprintf(cmd, "plot '%s' w l lt -1", fn_data);
gnuplot_cmd(hplot, cmd);
gnuplot_close(hplot);
}
int main(int argc, char* argv[])
{
void* hdspl; /* DSPL handle */
hdspl = dspl_load(); /* Load DSPL function */
random_t rnd = {0}; /* random structure */
complex_t *x = NULL;
double *psd = NULL;
double *frq = NULL;
int k, err;
x = (complex_t*)malloc(N*sizeof(complex_t));
psd = (double*)malloc(N*sizeof(double));
frq = (double*)malloc(N*sizeof(double));
/* input signal fill as noise -20 dB/Hz power spectrum density */
random_init(&rnd, RAND_TYPE_MRG32K3A, NULL);
randn_cmplx(x, N, NULL, 0.1, &rnd);
/* x[k] = 0.1 * cos(2 * pi * 0.2 * k) + cos(2 * pi * 0.26 * k) + noise */
for(k = 0; k < N; k++)
{
RE(x[k]) += cos(M_2PI * 0.26 * (double)k) +
0.1 * cos(M_2PI * 0.20 * (double)k);
IM(x[k]) += sin(M_2PI * 0.26 * (double)k) +
0.1 * sin(M_2PI * 0.20 * (double)k);
}
/* Twosided Welch PSD logscale magnitude
n = 8192, nfft = 8192, noverlap = 4096 */
err = psd_welch_cmplx(x, N, DSPL_WIN_BLACKMAN, 0, 8192, 4096, NULL, FS,
DSPL_FLAG_LOGMAG | DSPL_FLAG_PSD_TWOSIDED, psd, frq);
writetxt(frq, psd, 8192, "dat/psd_welch_cmplx_8192.txt");
psd_plot(argc, argv, "img/psd_welch_cmplx_8192.png",
"dat/psd_welch_cmplx_8192.txt");
/* Twosided Welch PSD logscale magnitude
n = 8192, nfft = 1024, noverlap = 512 */
err = psd_welch_cmplx(x, N, DSPL_WIN_BLACKMAN, 0, 1024, 512, NULL, FS,
DSPL_FLAG_LOGMAG | DSPL_FLAG_PSD_TWOSIDED, psd, frq);
writetxt(frq, psd, 1024, "dat/psd_welch_cmplx_1024.txt");
psd_plot(argc, argv, "img/psd_welch_cmplx_1024.png",
"dat/psd_welch_cmplx_1024.txt");
/* Twosided Welch PSD logscale magnitude
n = 8192, nfft = 256, noverlap = 128 */
err = psd_welch_cmplx(x, N, DSPL_WIN_BLACKMAN, 0, 256, 128, NULL, FS,
DSPL_FLAG_LOGMAG | DSPL_FLAG_PSD_TWOSIDED, psd, frq);
writetxt(frq, psd, 256, "dat/psd_welch_cmplx_256.txt");
psd_plot(argc, argv, "img/psd_welch_cmplx_256.png",
"dat/psd_welch_cmplx_256.txt");
dspl_free(hdspl); /* free dspl handle */
if(x)
free(x);
if(psd)
free(psd);
if(frq)
free(frq);
return 0;
}