ENGLISH

Principles of signal detection and parameter estimation

By Bernard C. Levy (auth.)

Book information

Publisher
Springer US
Year
2008
ISBN
0387765425, 9780387765426
DOI
10.1007/978-0-387-76544-0
Language
english
Format
PDF
Filesize
5 MB (5243578 bytes)
Edition
1
Pages
664\602
Library
Kolxo3
Scanned
yes
Time added
2009-07-20 03:45:11
Chemistry & GeosciencesCircuits; Statistics for EngineeringComputer ScienceImage and Speech Processing; Information and CommuPhysicsSignal

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.

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