Principles of Signal Detection and Parameter Estimation

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...

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Main Author:	Levy, Bernard C.
Format:	Book
Language:	English
Published:	Springer 2017
Subjects:	Engineering
Online Access:	http://repository.vnu.edu.vn/handle/VNU_123/25846
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Institution:	Vietnam National University, Hanoi
Language:	English

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spelling	oai:112.137.131.14:VNU_123-258462020-05-13T01:41:28Z Principles of Signal Detection and Parameter Estimation Levy, Bernard C. Engineering 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. 2017-04-11T01:05:43Z 2017-04-11T01:05:43Z 2008 Book 9780387765426 http://repository.vnu.edu.vn/handle/VNU_123/25846 en 639 p. application/pdf Springer
institution	Vietnam National University, Hanoi
building	VNU Library & Information Center
country	Vietnam
collection	VNU Digital Repository
language	English
topic	Engineering
spellingShingle	Engineering Levy, Bernard C. Principles of Signal Detection and Parameter Estimation
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.
format	Book
author	Levy, Bernard C.
author_facet	Levy, Bernard C.
author_sort	Levy, Bernard C.
title	Principles of Signal Detection and Parameter Estimation
title_short	Principles of Signal Detection and Parameter Estimation
title_full	Principles of Signal Detection and Parameter Estimation
title_fullStr	Principles of Signal Detection and Parameter Estimation
title_full_unstemmed	Principles of Signal Detection and Parameter Estimation
title_sort	principles of signal detection and parameter estimation
publisher	Springer
publishDate	2017
url	http://repository.vnu.edu.vn/handle/VNU_123/25846
_version_	1680966711983996928

Principles of Signal Detection and Parameter Estimation

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