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78 views

On Cooley–Tukey FFT algorithm

Does anyone know why Cooley-Tukey FFT algorithm has a complexity $O(N\log N)$ for a sequence of length $N$? Thanks for any helpful answers.
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68 views

A question on algorithm complexity

It is well-known that the evaluating the Discrete Fourier Transform definition directly has a complexity $O(N^{2})$ for a signal with bandwidth $N$. How to see or show that the fast Fourier transform ...
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1answer
79 views

In-place inverse of DFT?

I'm trying to understand (by implementing) the Cooley Tukey algorithm for an array $[x_0, \dotsc, x_{2^N-1}]$ of real valued data. Since the input data is real valued, the spectrum will have ...
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1answer
97 views

Cooley-Tukey FFT with arbitrary radices

The radix-2 FFT using Cooley-Tukey utilises two interleaved transforms of length $N/2$, and you can see near the bottom of that section that we can find the second half of the original transform by ...