Wavelet Analysis and its Applications in Signal Processing

Author: Wang Dake / Peng Jinye (editors)
Publisher:
Publish Date: 2006-01-01
Features: This book integrates the authors' many years of teaching and research experience in wavelet analysis and its applications in signal processing. With joint time-frequency analysis as the main thread, it systematically discusses the fundamental properties of wavelet transforms, the construction methods of orthogonal, biorthogonal, and dyadic wavelets, as well as the decomposition and reconstruction algorithms based on these bases. Furthermore, it provides an in-depth discussion on practical issues such as the selection of wavelet bases and boundary processing, based on the needs of applications like denoising, coding, and feature extraction. This makes the book highly unified in combining theoretical systematicity with practical applicability. The book is suitable for use as a textbook for graduate students and senior undergraduate students in computer application and electronic information-related fields, as well as for reference by relevant technical personnel.