Advanced Signal Processing
Wavelet packet decomposition is a sophisticated method that extends traditional wavelet transforms by allowing for a more detailed analysis of signals through the division of both the approximation and detail coefficients. This technique provides a multi-resolution representation of a signal, enabling efficient signal processing by capturing both high-frequency and low-frequency information. By using a complete binary tree structure, it generates various levels of detail and offers enhanced flexibility in analyzing signals compared to standard wavelet transforms.
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