请帮我用python写一个FFT程序
时间: 2023-02-19 12:50:20 浏览: 159
FFT.zip_fft_fft python_python FFT程序_python fft
我可以为你提供一个简单的FFT程序的python代码:
import numpy as np
def fft(x):
"""A recursive implementation of the 1D Cooley-Tukey FFT"""
x = np.asarray(x, dtype=float)
N = x.shape[0]
if N % 2 > 0:
raise ValueError("size of x must be a power of 2")
elif N <= 32: # this cutoff should be optimized
return dft_slow(x)
else:
X_even = fft(x[::2])
X_odd = fft(x[1::2])
factor = np.exp(-2j * np.pi * np.arange(N) / N)
return np.concatenate([X_even + factor[:N // 2] * X_odd,
X_even + factor[N // 2:] * X_odd])
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