Principles of Signal Detection and Parameter Estimation - Tapa dura

Levy, Bernard C.

 
9780387765426: Principles of Signal Detection and Parameter Estimation

Sinopsis

Forexample,imageproce- ing applications typically combine parameter estimation and detection tasks, so the separation of parameter estimation and detection in distinct operations typical of early communication systems, where parameter estimation was - complished through the use of training signals, needs to be abandoned.

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De la contraportada

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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9781441945655: Principles of Signal Detection and Parameter Estimation

Edición Destacada

ISBN 10:  1441945652 ISBN 13:  9781441945655
Editorial: Springer, 2010
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