请使用C语言写出傅里叶变换和反傅里叶变换的算法
时间: 2023-11-28 20:55:30 浏览: 32
傅里叶变换和反傅里叶变换的算法可以使用C语言实现。以下是基于快速傅里叶变换(FFT)的算法实现:
傅里叶变换算法:
```c
#include <stdio.h>
#include <math.h>
#define PI 3.14159265358979323846
void fft(double *x, double *y, int n) {
if (n == 1) {
return;
}
double xn[n / 2], yn[n / 2], xo[n / 2], yo[n / 2];
for (int i = 0; i < n / 2; i++) {
xn[i] = x[2 * i];
yn[i] = y[2 * i];
xo[i] = x[2 * i + 1];
yo[i] = y[2 * i + 1];
}
fft(xn, yn, n / 2);
fft(xo, yo, n / 2);
for (int k = 0; k < n / 2; k++) {
double t = xo[k] * cos(2 * PI * k / n) + yo[k] * sin(2 * PI * k / n);
x[k] = xn[k] + t;
y[k] = yn[k] + t;
x[k + n / 2] = xn[k] - t;
y[k + n / 2] = yn[k] - t;
}
}
int main() {
int n = 4;
double x[] = {1, 2, 3, 4};
double y[] = {0, 0, 0, 0};
fft(x, y, n);
for (int i = 0; i < n; i++) {
printf("(%lf, %lf)\n", x[i], y[i]);
}
return 0;
}
```
反傅里叶变换算法:
```c
#include <stdio.h>
#include <math.h>
#define PI 3.14159265358979323846
void ifft(double *x, double *y, int n) {
if (n == 1) {
return;
}
double xn[n / 2], yn[n / 2], xo[n / 2], yo[n / 2];
for (int i = 0; i < n / 2; i++) {
xn[i] = x[2 * i];
yn[i] = y[2 * i];
xo[i] = x[2 * i + 1];
yo[i] = y[2 * i + 1];
}
ifft(xn, yn, n / 2);
ifft(xo, yo, n / 2);
for (int k = 0; k < n / 2; k++) {
double t = xo[k] * cos(2 * PI * k / n) - yo[k] * sin(2 * PI * k / n);
x[k] = xn[k] + t;
y[k] = yn[k] + t;
x[k + n / 2] = xn[k] - t;
y[k + n / 2] = yn[k] - t;
}
}
int main() {
int n = 4;
double x[] = {1, 2, 3, 4};
double y[] = {0, 0, 0, 0};
fft(x, y, n);
ifft(x, y, n);
for (int i = 0; i < n; i++) {
printf("(%lf, %lf)\n", x[i] / n, y[i] / n);
}
return 0;
}
```