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What's the similarities and differences between Wigner transform and wavelet transform?

Signal Processing Asked on October 24, 2021

Wigner transform and continuous wavelet transform are both some kind of time-frequency representation of a signal.

What are the similarities and differences between them? Could you give some comparison between them? Let’s restrict ourselves in 1D signal at the moment.

One Answer

There is a nice tutorial: Time-Frequency Toolbox For Use with MATLAB tthat compares many transformations, notably continuous wavelet transform and Wigner and its avatars.

Basically, the CWT belongs to atomic linear representations (a decomposition onto wavelet atoms), while Wigner-Ville is an energy distribution (to split the energy of signals over time and frequency).

Since the tutorial comes with a toolbox and many examples, you can easily reproduce it on your signals.

Answered by Laurent Duval on October 24, 2021

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