Signal Detection and Estimation

Author: Zhang Mingyou, Lu Ming (Ed.)
Publisher:
Publish Date: 2005-02-01
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 Gaussian white noise and Gaussian colored noise, respectively; subsequently, it covers sequential detection, nonparametric detection, Robust detection, and the process of signal detection in radar; finally, it explains signal parameter estimation and waveform estimation, which all fall within the realm of modern detection and estimation theory. This book serves as an introductory textbook for signal detection and estimation in electronic information engineering programs. It emphasizes the completeness of structure and the typicality of content, connects theory with practice, and introduces new concepts and theories in an accessible manner, making it easy for readers to learn. The book is suitable 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.