Modern signal processing

Author: Zhang Xianda
Publisher:
Publish Date: 1999-07-01
Features:
Introduction This book systematically and comprehensively introduces various theories and methods of modern signal processing. The book consists of twelve chapters, covering topics such as parameter estimation theory, signal detection, waveform estimation, modern spectral analysis, adaptive filtering, robust parameter estimation and analysis, statistical performance analysis, two-dimensional and multi-channel signal analysis, non-Gaussian signal processing, time-frequency analysis, and wavelet analysis. It provides detailed discussions on the analysis of non-causal, non-small phase systems, as well as non-Gaussian signals and non-stationary (time-varying) signals. The book draws on a broad range of materials and presents up-to-date content, fully reflecting the advanced theories, techniques, methods, and applications of modern signal processing that have emerged internationally in recent years. It helps readers quickly keep pace with the latest developments in the field of modern signal processing. This book is suitable for teachers and graduate students (Master's and PhD) in science and engineering disciplines related to signal processing as a textbook or reference material. It is also ideal for self-study and further education among a wide range of science and technology professionals.