Wavelet Analysis and Its Engineering Applications

Author: Yang Jianguo
Publisher:
Publish Date: 2005-07-01
Features: This book is designed for readers with a basic undergraduate mathematics foundation in engineering who can understand and quickly develop applications. However, it is not a simplified version of wavelet analysis. On the contrary, the concepts of distortion and scale in wavelet analysis are thoroughly explained in the book, which is relatively rare in general publications. The content includes preliminary knowledge, introducing fundamental concepts such as signals, sampling, and filtering; continuous wavelets and their applications; conventional chapters on one-dimensional discrete wavelet transform (DWT) and wavelet packets, as well as improved algorithms to eliminate frequency aliasing; engineering applications of one-dimensional DWT and wavelet packets; two-dimensional DWT and wavelet packet algorithms, along with their applications in image processing; and in-depth mathematical concepts of wavelet analysis. This book is suitable as a graduate textbook for higher engineering colleges and can also serve as a reference for engineering professionals.