Introduction to New Methods in Signal Processing

Author: Yu Yinglin
Publisher:
Publish Date: 2004-11-01
Features: This book reviews several major issues in the development of the information processing discipline based on the author's long-term teaching and research practices. It discusses problems such as blind aliasing signal separation and adaptive channel equalization in adaptive signal processing, introduces theories of signal decomposition/synthesis, estimation of original signals from incomplete data, several methods of blind signal recovery, shallow multi-resolution analysis theory and its applications, nonlinear pyramid analysis theory and its applications, fractal analysis theory and its applications, and the chaos theory of signals and its potential applications. This book can serve as a reference textbook for senior undergraduate and graduate students in related fields such as Communication and Information Systems, Signal and Information Processing, and can also be used by researchers and engineers in related disciplines.