8阶巴特沃斯a和b系数可调的带通滤波器C语言代码
时间: 2024-01-08 18:03:18 浏览: 81
以下是一个可以调整a、b系数的8阶巴特沃斯带通滤波器的C语言代码:
```c
#include <stdio.h>
#include <stdlib.h>
#include <math.h>
#define PI 3.1415926535897932384626433832795
double *b, *a; // 巴特沃斯滤波器的b系数和a系数
double *x, *y; // 输入和输出缓冲区
double f1, f2, fs, fn; // 低通滤波器的截止频率和采样频率
double filter(double *x, double *y, int n)
{
double output = 0;
int i;
for (i = 0; i <= 8; i++) {
output += b[i] * x[n-i] - a[i+1] * y[n-i-1];
}
y[n] = output;
return output;
}
void init_filter()
{
int i;
double t, alpha;
// 计算归一化频率
f1 = f1 / fn;
f2 = f2 / fn;
// 计算巴特沃斯滤波器的b系数
for (i = 0; i <= 8; i++) {
if (i == 4) {
b[i] = (f2 - f1) / PI;
} else {
t = (double)(2*i - 8);
b[i] = (sin(PI*f2*t) - sin(PI*f1*t)) / (PI*t);
}
}
// 计算巴特沃斯滤波器的a系数
alpha = exp(-PI * (f2 - f1) / sqrt(2.0));
a[0] = 1.0;
a[1] = -8.0 * alpha;
a[2] = 28.0 * pow(alpha, 2.0) - 8.0 * alpha;
a[3] = -56.0 * pow(alpha, 3.0) + 28.0 * pow(alpha, 2.0) - 8.0 * alpha;
a[4] = 70.0 * pow(alpha, 4.0) - 56.0 * pow(alpha, 3.0) + 28.0 * pow(alpha, 2.0) - 8.0 * alpha;
a[5] = -56.0 * pow(alpha, 5.0) + 70.0 * pow(alpha, 4.0) - 56.0 * pow(alpha, 3.0) + 28.0 * pow(alpha, 2.0) - 8.0 * alpha;
a[6] = 28.0 * pow(alpha, 6.0) - 56.0 * pow(alpha, 5.0) + 70.0 * pow(alpha, 4.0) - 56.0 * pow(alpha, 3.0) + 28.0 * pow(alpha, 2.0) - 8.0 * alpha;
a[7] = -8.0 * pow(alpha, 7.0) + 28.0 * pow(alpha, 6.0) - 56.0 * pow(alpha, 5.0) + 70.0 * pow(alpha, 4.0) - 56.0 * pow(alpha, 3.0) + 28.0 * pow(alpha, 2.0) - 8.0 * alpha;
a[8] = pow(alpha, 8.0) - 8.0 * pow(alpha, 7.0) + 28.0 * pow(alpha, 6.0) - 56.0 * pow(alpha, 5.0) + 70.0 * pow(alpha, 4.0) - 56.0 * pow(alpha, 3.0) + 28.0 * pow(alpha, 2.0) - 8.0 * alpha;
// 初始化输入和输出缓冲区
for (i = 0; i <= 8; i++) {
x[i] = 0;
y[i] = 0;
}
}
int main()
{
int i, n, num;
double input, output;
// 输入参数
printf("Enter the sampling frequency (in Hz): ");
scanf("%lf", &fs);
printf("\nEnter the low cutoff frequency (in Hz): ");
scanf("%lf", &f1);
printf("\nEnter the high cutoff frequency (in Hz): ");
scanf("%lf", &f2);
printf("\nEnter the number of samples: ");
scanf("%d", &num);
fn = fs / 2; // 计算Nyquist频率
// 分配内存
b = (double*)malloc(9 * sizeof(double));
a = (double*)malloc(9 * sizeof(double));
x = (double*)malloc(num * sizeof(double));
y = (double*)malloc(num * sizeof(double));
// 初始化滤波器
init_filter();
// 读入输入信号,进行滤波
for (n = 0; n < num; n++) {
scanf("%lf", &input);
x[n] = input;
output = filter(x, y, n);
printf("%lf\n", output);
}
// 释放内存
free(b);
free(a);
free(x);
free(y);
return 0;
}
```
在这个代码中,`b`和`a`是巴特沃斯滤波器的b系数和a系数,`x`和`y`是输入和输出缓冲区。`filter()`函数是巴特沃斯滤波器的实现函数,`init_filter()`函数用于计算b系数和a系数,并初始化缓冲区。`main()`函数中包含了输入参数、分配内存、初始化滤波器和进行滤波的过程。请注意,这个代码中使用了指针和动态内存分配,需要注意内存的释放。
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