Wavelet Analysis and Basic Applications

Author: Zhang Guohua et al.
Publisher:
Publish Date: 2006-08-05
Features: This book elaborates on the fundamental theories and applications of wavelet analysis, covering main topics such as wavelet transforms, multi-resolution analysis, properties and construction of wavelets, mathematical characteristics of wavelet bases, compactly supported symmetric biorthogonal wavelets, wavelet packets, and other basic theories, methods, and applications. The theoretical explanations are concise and easy to understand, with a clear structural framework. The book attempts to connect mathematical formulas with engineering contexts wherever possible, striving to bridge the gap between theory and application. Summaries are provided at the end of Chapters 2–5, enabling readers to grasp the key points of each chapter through brief descriptions. This book can serve as a textbook or reference for undergraduate students in information and computational science, applied mathematics, as well as for graduate students in information and electronic fields. It is also suitable for researchers and engineering professionals in related fields.