Principles Of Signal Detection And Parameter Estimation

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Principles of Signal Detection and Parameter Estimation

Author : Bernard C. Levy
Publisher : Springer Science & Business Media
ISBN 13 : 0387765441
Total Pages : 647 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Principles of Signal Detection and Parameter Estimation by : Bernard C. Levy

Download or read book Principles of Signal Detection and Parameter Estimation written by Bernard C. Levy and published by Springer Science & Business Media. This book was released on 2008-12-16 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides a comprehensive and current understanding of signal detection and estimation, including problems and solutions for each chapter. Signal detection plays an important role in fields such as radar, sonar, digital communications, image processing, and failure detection. The book explores both Gaussian detection and detection of Markov chains, presenting a unified treatment of coding and modulation topics. Addresses asymptotic of tests with the theory of large deviations, and robust detection. This text is appropriate for students of Electrical Engineering in graduate courses in Signal Detection and Estimation.

Principles of Signal Detection and Parameter Estimation

Author : Bernard C. Levy
Publisher : Springer
ISBN 13 : 9780387568003
Total Pages : 0 pages
Book Rating : 4.5/5 (68 download)

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Book Synopsis Principles of Signal Detection and Parameter Estimation by : Bernard C. Levy

Download or read book Principles of Signal Detection and Parameter Estimation written by Bernard C. Levy and published by Springer. This book was released on 2008-11-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides a comprehensive and current understanding of signal detection and estimation, including problems and solutions for each chapter. Signal detection plays an important role in fields such as radar, sonar, digital communications, image processing, and failure detection. The book explores both Gaussian detection and detection of Markov chains, presenting a unified treatment of coding and modulation topics. Addresses asymptotic of tests with the theory of large deviations, and robust detection. This text is appropriate for students of Electrical Engineering in graduate courses in Signal Detection and Estimation.

Principles of Signal Detection and Parameter Estimation

Author : Bernard C. Levy
Publisher : Springer Science & Business Media
ISBN 13 : 0387765425
Total Pages : 647 pages
Book Rating : 4.3/5 (877 download)

DOWNLOAD NOW!

Book Synopsis Principles of Signal Detection and Parameter Estimation by : Bernard C. Levy

Download or read book Principles of Signal Detection and Parameter Estimation written by Bernard C. Levy and published by Springer Science & Business Media. This book was released on 2008-07-07 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides a comprehensive and current understanding of signal detection and estimation, including problems and solutions for each chapter. Signal detection plays an important role in fields such as radar, sonar, digital communications, image processing, and failure detection. The book explores both Gaussian detection and detection of Markov chains, presenting a unified treatment of coding and modulation topics. Addresses asymptotic of tests with the theory of large deviations, and robust detection. This text is appropriate for students of Electrical Engineering in graduate courses in Signal Detection and Estimation.

An Introduction to Signal Detection and Estimation

Author : H. Vincent Poor
Publisher : Springer Science & Business Media
ISBN 13 : 1475738633
Total Pages : 558 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis An Introduction to Signal Detection and Estimation by : H. Vincent Poor

Download or read book An Introduction to Signal Detection and Estimation written by H. Vincent Poor and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book is to introduce the reader to the basic theory of signal detection and estimation. It is assumed that the reader has a working knowledge of applied probabil ity and random processes such as that taught in a typical first-semester graduate engineering course on these subjects. This material is covered, for example, in the book by Wong (1983) in this series. More advanced concepts in these areas are introduced where needed, primarily in Chapters VI and VII, where continuous-time problems are treated. This book is adapted from a one-semester, second-tier graduate course taught at the University of Illinois. However, this material can also be used for a shorter or first-tier course by restricting coverage to Chapters I through V, which for the most part can be read with a background of only the basics of applied probability, including random vectors and conditional expectations. Sufficient background for the latter option is given for exam pIe in the book by Thomas (1986), also in this series.

Parameter Estimation and Signal Detection

Author : Abdelhak M. Zoubir
Publisher :
ISBN 13 : 9781864351477
Total Pages : 32 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis Parameter Estimation and Signal Detection by : Abdelhak M. Zoubir

Download or read book Parameter Estimation and Signal Detection written by Abdelhak M. Zoubir and published by . This book was released on 1995 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Signal Detection and Estimation

Author : Mourad Barkat
Publisher : Artech House Publishers
ISBN 13 :
Total Pages : 734 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Signal Detection and Estimation by : Mourad Barkat

Download or read book Signal Detection and Estimation written by Mourad Barkat and published by Artech House Publishers. This book was released on 2005 with total page 734 pages. Available in PDF, EPUB and Kindle. Book excerpt: This newly revised edition of a classic Artech House book provides you with a comprehensive and current understanding of signal detection and estimation. Featuring a wealth of new and expanded material, the second edition introduces the concepts of adaptive CFAR detection and distributed CA-CFAR detection. The book provides complete explanations of the mathematics you need to fully master the material, including probability theory, distributions, and random processes.

Principles and Applications of RELAX: A Robust and Universal Estimator

Author : Renbiao Wu
Publisher : Springer
ISBN 13 : 9811369321
Total Pages : 302 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Principles and Applications of RELAX: A Robust and Universal Estimator by : Renbiao Wu

Download or read book Principles and Applications of RELAX: A Robust and Universal Estimator written by Renbiao Wu and published by Springer. This book was released on 2019-03-27 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: The multiple signal demixing and parameter estimation problems that result from the impacts of background noise and interference are issues that are frequently encountered in the fields of radar, sonar, communications, and navigation. Research in the signal processing and control fields has always focused on improving the estimation performance of parameter estimation methods at low SNR and maintaining the robustness of estimations in the presence of model errors. This book presents a universal and robust relaxation estimation method (RELAX), and introduces its basic principles and applications in the fields of classical line spectrum estimation, time of delay estimation, DOA estimation, and radar target imaging. This information is explained comprehensively and in great detail, and uses metaphors pertaining to romantic relationships to visualize the basic problems of parameter estimation, the basic principles of the five types of classical parameter estimation methods, and the relationships between these principles. The book serves as a reference for scientists and technologists in the fields of signal processing and control, while also providing relevant information for graduate students in the related fields.

Detection Estimation and Modulation Theory, Part I

Author : Harry L. Van Trees
Publisher : John Wiley & Sons
ISBN 13 : 0470542969
Total Pages : 1188 pages
Book Rating : 4.4/5 (75 download)

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Book Synopsis Detection Estimation and Modulation Theory, Part I by : Harry L. Van Trees

Download or read book Detection Estimation and Modulation Theory, Part I written by Harry L. Van Trees and published by John Wiley & Sons. This book was released on 2013-04-15 with total page 1188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originally published in 1968, Harry Van Trees’s Detection, Estimation, and Modulation Theory, Part I is one of the great time-tested classics in the field of signal processing. Highly readable and practically organized, it is as imperative today for professionals, researchers, and students in optimum signal processing as it was over thirty years ago. The second edition is a thorough revision and expansion almost doubling the size of the first edition and accounting for the new developments thus making it again the most comprehensive and up-to-date treatment of the subject. With a wide range of applications such as radar, sonar, communications, seismology, biomedical engineering, and radar astronomy, among others, the important field of detection and estimation has rarely been given such expert treatment as it is here. Each chapter includes section summaries, realistic examples, and a large number of challenging problems that provide excellent study material. This volume which is Part I of a set of four volumes is the most important and widely used textbook and professional reference in the field.

Optimal Combining and Detection

Author : Jinho Choi
Publisher : Cambridge University Press
ISBN 13 : 1139486330
Total Pages : 349 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Optimal Combining and Detection by : Jinho Choi

Download or read book Optimal Combining and Detection written by Jinho Choi and published by Cambridge University Press. This book was released on 2010-01-28 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: With signal combining and detection methods now representing a key application of signal processing in communication systems, this book provides a range of key techniques for receiver design when multiple received signals are available. Various optimal and suboptimal signal combining and detection techniques are explained in the context of multiple-input multiple-output (MIMO) systems, including successive interference cancellation (SIC) based detection and lattice reduction (LR) aided detection. The techniques are then analyzed using performance analysis tools. The fundamentals of statistical signal processing are also covered, with two chapters dedicated to important background material. With a carefully balanced blend of theoretical elements and applications, this book is ideal for both graduate students and practising engineers in wireless communications.

Optimum Array Processing

Author : Harry L. Van Trees
Publisher : John Wiley & Sons
ISBN 13 : 0471093904
Total Pages : 1477 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Optimum Array Processing by : Harry L. Van Trees

Download or read book Optimum Array Processing written by Harry L. Van Trees and published by John Wiley & Sons. This book was released on 2002-04-04 with total page 1477 pages. Available in PDF, EPUB and Kindle. Book excerpt: Well-known authority, Dr. Van Trees updates array signal processing for today's technology This is the most up-to-date and thorough treatment of the subject available Written in the same accessible style as Van Tree's earlier classics, this completely new work covers all modern applications of array signal processing, from biomedicine to wireless communications

Detection, Estimation, and Modulation Theory, Part III

Author : Harry L. Van Trees
Publisher : John Wiley & Sons
ISBN 13 : 0471463817
Total Pages : 647 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis Detection, Estimation, and Modulation Theory, Part III by : Harry L. Van Trees

Download or read book Detection, Estimation, and Modulation Theory, Part III written by Harry L. Van Trees and published by John Wiley & Sons. This book was released on 2004-04-07 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: * Paperback reprint of one of the most respected classics in the history of engineering publication * Together with the reprint of Part I and the new Part IV, this will be the most complete treatment of the subject available * Provides a highly-readable discussion of Signal Processing and Noise * Features numerous problems and illustrations to help promote understanding of the topics * Contents are highly applicable to current systems

Lessons in Estimation Theory for Signal Processing, Communications, and Control

Author : Jerry M. Mendel
Publisher : Pearson Education
ISBN 13 : 0132440792
Total Pages : 891 pages
Book Rating : 4.1/5 (324 download)

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Book Synopsis Lessons in Estimation Theory for Signal Processing, Communications, and Control by : Jerry M. Mendel

Download or read book Lessons in Estimation Theory for Signal Processing, Communications, and Control written by Jerry M. Mendel and published by Pearson Education. This book was released on 1995-03-14 with total page 891 pages. Available in PDF, EPUB and Kindle. Book excerpt: Estimation theory is a product of need and technology. As a result, it is an integral part of many branches of science and engineering. To help readers differentiate among the rich collection of estimation methods and algorithms, this book describes in detail many of the important estimation methods and shows how they are interrelated. Written as a collection of lessons, this book introduces readers o the general field of estimation theory and includes abundant supplementary material.

Principles and Applications of RELAX

Author : Qiongqiong Jia
Publisher :
ISBN 13 : 9789811369339
Total Pages : pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Principles and Applications of RELAX by : Qiongqiong Jia

Download or read book Principles and Applications of RELAX written by Qiongqiong Jia and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The multiple signal demixing and parameter estimation problems that result from the impacts of background noise and interference are issues that are frequently encountered in the fields of radar, sonar, communications, and navigation. Research in the signal processing and control fields has always focused on improving the estimation performance of parameter estimation methods at low SNR and maintaining the robustness of estimations in the presence of model errors. This book presents a universal and robust relaxation estimation method (RELAX), and introduces its basic principles and applications in the fields of classical line spectrum estimation, time of delay estimation, DOA estimation, and radar target imaging. This information is explained comprehensively and in great detail, and uses metaphors pertaining to romantic relationships to visualize the basic problems of parameter estimation, the basic principles of the five types of classical parameter estimation methods, and the relationships between these principles. The book serves as a reference for scientists and technologists in the fields of signal processing and control, while also providing relevant information for graduate students in the related fields.

Multidimensional Filter Banks and Wavelets

Author : Sankar Basu
Publisher : Springer
ISBN 13 : 0792398483
Total Pages : 238 pages
Book Rating : 4.7/5 (923 download)

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Book Synopsis Multidimensional Filter Banks and Wavelets by : Sankar Basu

Download or read book Multidimensional Filter Banks and Wavelets written by Sankar Basu and published by Springer. This book was released on 1996-12-31 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multidimensional Filter Banks and Wavelets: Reserach Developments and Applications brings together in one place important contributions and up-to-date research results in this important area. Multidimensional Filter Banks and Wavelets: Research Developments and Applications serves as an excellent reference, providing insight into some of the most important research issues in the field.

Digital Signal Processing Fundamentals

Author : Vijay Madisetti
Publisher : CRC Press
ISBN 13 : 1420046071
Total Pages : 904 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Digital Signal Processing Fundamentals by : Vijay Madisetti

Download or read book Digital Signal Processing Fundamentals written by Vijay Madisetti and published by CRC Press. This book was released on 2017-12-19 with total page 904 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now available in a three-volume set, this updated and expanded edition of the bestselling The Digital Signal Processing Handbook continues to provide the engineering community with authoritative coverage of the fundamental and specialized aspects of information-bearing signals in digital form. Encompassing essential background material, technical details, standards, and software, the second edition reflects cutting-edge information on signal processing algorithms and protocols related to speech, audio, multimedia, and video processing technology associated with standards ranging from WiMax to MP3 audio, low-power/high-performance DSPs, color image processing, and chips on video. Drawing on the experience of leading engineers, researchers, and scholars, the three-volume set contains 29 new chapters that address multimedia and Internet technologies, tomography, radar systems, architecture, standards, and future applications in speech, acoustics, video, radar, and telecommunications. Emphasizing theoretical concepts, Digital Signal Processing Fundamentals provides comprehensive coverage of the basic foundations of DSP and includes the following parts: Signals and Systems; Signal Representation and Quantization; Fourier Transforms; Digital Filtering; Statistical Signal Processing; Adaptive Filtering; Inverse Problems and Signal Reconstruction; and Time–Frequency and Multirate Signal Processing.

Detection and Estimation Theory and Its Applications

Author : Thomas A. Schonhoff
Publisher : Prentice Hall
ISBN 13 :
Total Pages : 680 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Detection and Estimation Theory and Its Applications by : Thomas A. Schonhoff

Download or read book Detection and Estimation Theory and Its Applications written by Thomas A. Schonhoff and published by Prentice Hall. This book was released on 2006 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt: For courses in Estimation and Detection Theory offered in departments of Electrical Engineering. This is the first student-friendly textbook to comprehensively address the topics of both detection and estimation - with a thorough discussion of the underlying theory as well as the practical applications. By addressing detection and estimation theory in the same volume, the authors encourage a greater appreciation of the strong coupling and often blurring of these fields of study. In order to modernize classical topics, the text focuses on discrete signal processing with continuous signal presentations included to demonstrate uniformity and consistency of the results.

Signal Detection Theory

Author : Vyacheslav P. Tuzlukov
Publisher : Springer Science & Business Media
ISBN 13 : 146120187X
Total Pages : 741 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Signal Detection Theory by : Vyacheslav P. Tuzlukov

Download or read book Signal Detection Theory written by Vyacheslav P. Tuzlukov and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 741 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increasing the noise immunity of complex signal processing systems is the main problem in various areas of signal processing. At the present time there are many books and periodical articles devoted to signal detection, but many important problems remain to be solved. New approaches to complex problems allow us not only to summarize investigations, but also to improve the quality of signal detection in noise. This book is devoted to fundamental problems in the generalized approach to signal processing in noise based on a seemingly abstract idea: the introduction of an additional noise source that does not carry any information about the signal in order to improve the qualitative performance of complex signal processing systems. Theoretical and experimental studies carried out by the author lead to the conclusion that the proposed generalized approach to signal processing in noise allows us to formulate a decision-making rule based on the determi nation of the jointly sufficient statistics of the mean and variance of the likelihood function (or functional). Classical and modern signal detection theories allow us to define only the sufficient statistic of the mean of the likelihood function (or functional). The presence of additional information about the statistical characteristics of the like lihood function (or functional) leads to better-quality signal detection in comparison with the optimal signal detection algorithms of classical and modern theories.