Created
September 6, 2021 08:16
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#include <stdlib.h> | |
#include <stdio.h> | |
#include <math.h> | |
int fSampleRate; | |
// Filter parameters, set by init function | |
float a; | |
float b; | |
float c; | |
// Filter buffer | |
float buf[3]; | |
// Calculate filter parameters, | |
// f - filter cutoff frequency, Hz | |
void init(int sample_rate, float f) { | |
fSampleRate = sample_rate; | |
float fc = tan(M_PI * f / (float)fSampleRate); | |
a = 1.0 / ((1.0 / fc + sqrt(2)) / fc + 1.0); | |
b = ((1.0 / fc - sqrt(2)) / fc) + 1.0f; | |
c = 2.0 * (1.0 - (1.0 / pow(fc, 2))); | |
} | |
// 2-order lowpass filter, | |
// input, output - data arrays | |
// count - number of samples to process | |
void lowpass2(int count, float input[], float output[]) { | |
for (int i = 0; (i < count); i++) { | |
buf[0] = input[i] - a * (b * buf[2] + c * buf[1]); | |
output[i] = a * (buf[0] + buf[2] + 2.0f * buf[1]); | |
buf[2] = buf[1]; | |
buf[1] = buf[0]; | |
} | |
} | |
int main(void) { | |
FILE *fp; | |
fp = fopen("filtered.txt", "r"); | |
int r; | |
fseek(fp, 0, SEEK_END); | |
long fsize = ftell(fp); | |
fseek(fp, 0, SEEK_SET); | |
float* I = malloc(fsize * sizeof(float)); | |
int I_head = 0; | |
// 250 kHz, cutoff frequency - 300 Hz | |
init(250000, 3000.0); | |
while(r != EOF ) { | |
int t; | |
r = fscanf(fp, "%d %f\n", &t, &I[I_head]); | |
I_head++; | |
} | |
float* I_filtered = malloc(I_head * sizeof(float)); | |
// Order: 2+2+2+2 = 8 | |
lowpass2(I_head, I, I_filtered); | |
lowpass2(I_head, I_filtered, I_filtered); | |
lowpass2(I_head, I_filtered, I_filtered); | |
lowpass2(I_head, I_filtered, I_filtered); | |
for (int i = 0; i < I_head; i++) { | |
printf("%d %f\n", (int)(1.0/fSampleRate*1000000.0*i), I_filtered[i]); | |
} | |
fclose(fp); | |
} |
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