Wavelet Transform Engineering Analysis and Application

Author: Yang Fusheng
Publisher:
Publish Date: 2001-10-01
Features: This book elaborates on the basic principles and applications of wavelet transform from an engineering perspective. The content features are as follows:
(1) It emphasizes the explanation of the basic principles and properties of wavelet transform from the viewpoint of signal processing, using the concepts and terminology within it. It pays attention to both the rigor of theoretical arguments and the clarity of physical concepts.
(2) It discusses some practical engineering problems, such as filter banks, multi-resolution analysis, transient and singularity extraction, image processing, and data compression, explaining their theoretical foundations and interconnections, thereby broadening the practical significance of wavelet transform.
(3) It pays attention to introducing the recent developments in this field, such as wavelet packets, time-frequency tiling, matched tracking, and fractal analysis, striving to keep the content aligned with technological advancements and helping readers stay informed about cutting-edge trends. This book is suitable for senior students, graduate students, and teachers in science and engineering disciplines, as well as intermediate and advanced technical personnel in related fields.