Principles of Signal Detection and Parameter Estimation - Softcover

Levy, Bernard C.

Softcover

ISBN 10: 1441945652 ISBN 13: 9781441945655

Publisher: Springer, 2010

Synopsis

This comprehensive text addresses signal processing and communication applications with an emphasis on fundamental principles. It also looks at recent advances in the field such as sequential testing, Gaussian and Robust detection, and detection of Markov Chains.

About this title

From the Back Cover:

This new textbook is for contemporary signal detection and parameter estimation courses offered at the advanced undergraduate and graduate levels. It presents a unified treatment of detection problems arising in radar/sonar signal processing and modern digital communication systems. The material is comprehensive in scope and addresses signal processing and communication applications with an emphasis on fundamental principles. In addition to standard topics normally covered in such a course, the author incorporates recent advances, such as the asymptotic performance of detectors, sequential detection, generalized likelihood ratio tests (GLRTs), robust detection, the detection of Gaussian signals in noise, the expectation maximization algorithm, and the detection of Markov chain signals. Numerous examples and detailed derivations along with homework problems following each chapter are included.

About this edition

• Publisher: Springer
• Publication date: 2010
• ISBN 10: 1441945652
• ISBN 13: 9781441945655
• Binding: Paperback
• Number of pages: 664