wavelet transform

How Does Wavelet Transform Work?


The basic idea behind wavelet transform is to use a mother wavelet to generate a series of wavelets by scaling and translating. These wavelets can then be used to analyze the signal at different resolutions. The process involves two main steps:
Decomposition: The signal is decomposed into high-frequency and low-frequency components.
Reconstruction: The original signal is reconstructed from these components, allowing for analysis at various scales.

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