Signal Detection and Estimation - (Second Edition)

Author: Zhang Mingyou
Publisher:
Publish Date: 2006-07-01
Features: Signal detection and estimation are important branches of modern information theory. This book systematically presents the theory and applications of signal detection and estimation. It first introduces the fundamental theory of statistical signal detection and estimation; then discusses signal detection in both Gaussian white noise and Gaussian colored noise; subsequently introduces sequential detection, nonparametric detection, and Robust detection, as well as the process of signal detection in radar; finally, it covers signal parameter estimation and waveform estimation, all of which fall within the scope of modern detection and estimation theory. This book serves as an introductory textbook for electronic information engineering majors in signal detection and estimation. The selection of material emphasizes structural completeness and typical content, with a focus on linking theory with practice and introducing new concepts and theories. It is written in an accessible and easy-to-understand manner, making it suitable for readers. The book is intended for graduate students and senior undergraduate students in electronic and communication disciplines, as well as for a broad range of science and technology professionals engaged in electronic and communication technologies as a reference.