Principles of Signal Detection and Parameter Estimation - Levy, Bernard Henry

Principles of Signal Detection and Parameter Estimation

Bernard Henry Levy

Yayınevi: Springer

Yayın tarihi: 07/2008

ISBN: 9780387765426

Ciltli | İngilizce | 644 Sayfa | 16,21x23,6x3,61 cm.

Tür: Elektrik-Elektronik

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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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