C语言用fopen_s函数对wav文件计算时域信号的均值、均方值、方差,计算信号的自协方差矩阵
时间: 2024-05-03 17:19:59 浏览: 90
linux_c语言_fopen函数从文件头读到文件末尾源码
以下是C语言代码示例,其中使用了fopen_s函数打开wav文件,读取文件中的数据并计算时域信号的均值、均方值、方差以及自协方差矩阵。
```c
#include <stdio.h>
#include <stdlib.h>
#include <stdint.h>
#include <math.h>
#define BUFFER_SIZE 1024
typedef struct {
uint32_t ChunkID;
uint32_t ChunkSize;
uint32_t Format;
uint32_t Subchunk1ID;
uint32_t Subchunk1Size;
uint16_t AudioFormat;
uint16_t NumChannels;
uint32_t SampleRate;
uint32_t ByteRate;
uint16_t BlockAlign;
uint16_t BitsPerSample;
uint32_t Subchunk2ID;
uint32_t Subchunk2Size;
} WavHeader;
int main() {
FILE* fp;
WavHeader header;
char* filename = "test.wav";
float buffer[BUFFER_SIZE];
size_t read_size;
float mean = 0, rms = 0, variance = 0;
float autocov[BUFFER_SIZE][BUFFER_SIZE] = {0};
int i, j, k;
// Open the WAV file
if (fopen_s(&fp, filename, "rb") != 0) {
printf("Failed to open file %s\n", filename);
return 1;
}
// Read the WAV header
fread(&header, sizeof(header), 1, fp);
// Read the WAV data
while ((read_size = fread(buffer, sizeof(float), BUFFER_SIZE, fp)) > 0) {
// Calculate mean
for (i = 0; i < read_size; i++) {
mean += buffer[i];
}
// Calculate autocovariance
for (i = 0; i < read_size; i++) {
for (j = 0; j < read_size; j++) {
for (k = 0; k < read_size - fmax(i, j); k++) {
autocov[i][j] += buffer[i + k] * buffer[j + k];
}
}
}
}
// Close the WAV file
fclose(fp);
// Calculate mean
mean /= header.Subchunk2Size / sizeof(float);
// Calculate RMS
for (i = 0; i < header.Subchunk2Size / sizeof(float); i++) {
rms += pow(buffer[i] - mean, 2);
}
rms = sqrt(rms / (header.Subchunk2Size / sizeof(float)));
// Calculate variance
for (i = 0; i < header.Subchunk2Size / sizeof(float); i++) {
variance += pow(buffer[i] - mean, 2);
}
variance /= (header.Subchunk2Size / sizeof(float));
// Print results
printf("Mean: %f\n", mean);
printf("RMS: %f\n", rms);
printf("Variance: %f\n", variance);
// Print autocovariance matrix
printf("Autocovariance matrix:\n");
for (i = 0; i < BUFFER_SIZE; i++) {
for (j = 0; j < BUFFER_SIZE; j++) {
printf("%f ", autocov[i][j]);
}
printf("\n");
}
return 0;
}
```
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