实现傅里叶变换,请用java写出实现代码
时间: 2023-02-28 13:45:57 浏览: 48
好的,以下是 Java 中实现傅里叶变换的代码示例:
```
import java.util.ArrayList;
import java.util.List;
public class FFT {
public static List<Complex> fft(List<Complex> x) {
int n = x.size();
// 基数为 2 的情况
if (n == 2) {
List<Complex> y = new ArrayList<>(2);
y.add(x.get(0).add(x.get(1)));
y.add(x.get(0).subtract(x.get(1)));
return y;
}
// 否则递归计算
List<Complex> even = new ArrayList<>(n / 2);
List<Complex> odd = new ArrayList<>(n / 2);
for (int i = 0; i < n; i++) {
if (i % 2 == 0) {
even.add(x.get(i));
} else {
odd.add(x.get(i));
}
}
List<Complex> q = fft(even);
List<Complex> r = fft(odd);
List<Complex> y = new ArrayList<>(n);
for (int i = 0; i < n / 2; i++) {
double k = -2 * i * Math.PI / n;
Complex z = new Complex(Math.cos(k), Math.sin(k));
y.add(q.get(i).add(z.multiply(r.get(i))));
y.add(q.get(i).subtract(z.multiply(r.get(i))));
}
return y;
}
private static class Complex {
double real;
double imag;
Complex(double real, double imag) {
this.real = real;
this.imag = imag;
}
Complex add(Complex b) {
return new Complex(real + b.real, imag + b.imag);
}
Complex subtract(Complex b) {
return new Complex(real - b.real, imag - b.imag);
}
Complex multiply(Complex b) {
return new Complex(real * b.real - imag * b.imag, real * b.imag + imag * b.real);
}
}
}
```
在这个代码中,FFT 类实现了基于递归的 Cooley-Tukey 分治算法。它首先判断输入序列的长度是否为 2,如果是,则直接进行傅里叶变换;否则