Principles of Signal Detection and Parameter Estimation
By
Bernard C. Levy
- Publisher: Springer
- Number Of Pages: 644
- Publication Date: 2008-07-07
- ISBN-10 / ASIN: 0387765425
- ISBN-13 / EAN: 9780387765426
- Binding: Hardcover
Product Description:
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.
Credit:
sleepey
File Type : Single PDF
File Size : 11658 KB