Wavelet Packet Decomposition is an advanced signal processing technique that extends the capabilities of traditional wavelet transforms by allowing for a more flexible and detailed analysis of signals across different frequency bands. It provides a comprehensive framework for decomposing signals into orthogonal components, enabling efficient data compression, noise reduction, and feature extraction in various applications such as image processing and telecommunications.