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Principles of Signal Detection and Parameter Estimation

Author : Bernard C. Levy

Publisher : Springer Science & Business Media

Page : 647 pages

File Size : 45,63 MB

Release : 2008-07-07

Category : Technology & Engineering

ISBN : 0387765425

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Book Description

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

Page : 0 pages

File Size : 39,75 MB

Release : 2008-11-01

Category : Technology & Engineering

ISBN : 9780387568003

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Book Description

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.



Detection Theory

Author : Ralph D. Hippenstiel

Publisher : CRC Press

Page : 339 pages

File Size : 31,53 MB

Release : 2017-12-19

Category : Technology & Engineering

ISBN : 1351835947

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Book Description

Using simplified notation and a practical approach, Detection Theory: Applications and Digital Signal Processing introduces the principles of detection theory, the necessary mathematics, and basic signal processing methods along with some recently developed statistical techniques. Throughout the book, the author keeps the needs of practicing engineers firmly in mind. His presentation and choice of topics allows students to quickly become familiar with the detection and signal processing fields and move on to more advanced study and practice. The author also presents many applications and wide-ranging examples that demonstrate how to apply the concepts to real-world problems.



Multidimensional Filter Banks and Wavelets

Author : Sankar Basu

Publisher : Springer

Page : 238 pages

File Size : 29,94 MB

Release : 1996-12-31

Category : Technology & Engineering

ISBN : 0792398483

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Book Description

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.



Mathematical Foundations for Signal Processing, Communications, and Networking

Author : Erchin Serpedin

Publisher : CRC Press

Page : 859 pages

File Size : 11,20 MB

Release : 2017-12-04

Category : Computers

ISBN : 1466514086

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Book Description

Mathematical Foundations for Signal Processing, Communications, and Networking describes mathematical concepts and results important in the design, analysis, and optimization of signal processing algorithms, modern communication systems, and networks. Helping readers master key techniques and comprehend the current research literature, the book offers a comprehensive overview of methods and applications from linear algebra, numerical analysis, statistics, probability, stochastic processes, and optimization. From basic transforms to Monte Carlo simulation to linear programming, the text covers a broad range of mathematical techniques essential to understanding the concepts and results in signal processing, telecommunications, and networking. Along with discussing mathematical theory, each self-contained chapter presents examples that illustrate the use of various mathematical concepts to solve different applications. Each chapter also includes a set of homework exercises and readings for additional study. This text helps readers understand fundamental and advanced results as well as recent research trends in the interrelated fields of signal processing, telecommunications, and networking. It provides all the necessary mathematical background to prepare students for more advanced courses and train specialists working in these areas.





Inference and Learning from Data

Author : Ali H. Sayed

Publisher : Cambridge University Press

Page : 1165 pages

File Size : 36,24 MB

Release : 2022-11-30

Category : Computers

ISBN : 1009218263

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Book Description

Discover techniques for inferring unknown variables and quantities with the second volume of this extraordinary three-volume set.



Principles and Applications of RELAX: A Robust and Universal Estimator

Author : Renbiao Wu

Publisher : Springer

Page : 313 pages

File Size : 36,66 MB

Release : 2019-03-27

Category : Technology & Engineering

ISBN : 9811369321

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Book Description

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.



An Introduction to Signal Detection and Estimation

Author : H. Vincent Poor

Publisher : Springer Science & Business Media

Page : 405 pages

File Size : 10,40 MB

Release : 2013-03-14

Category : Technology & Engineering

ISBN : 1475723415

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Book Description

Essential background reading for engineers and scientists working in such fields as communications, control, signal, and image processing, radar and sonar, radio astronomy, seismology, remote sensing, and instrumentation. The book can be used as a textbook for a single course, as well as a combination of an introductory and an advanced course, or even for two separate courses, one in signal detection, the other in estimation.



Principles of Communications

Author : Rodger E. Ziemer

Publisher : John Wiley & Sons

Page : 744 pages

File Size : 11,45 MB

Release : 2014-03-17

Category : Technology & Engineering

ISBN : 1118078918

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Book Description

Ziemer and Tranter provide a thorough treatment of the principles of communications at the physical layer suitable for college seniors, beginning graduate students, and practicing engineers. This is accomplished by providing overviews of the necessary background in signal, system, probability, and random process theory required for the analog and digital communications topics covered in the book. In addition to stressing fundamental concepts, the seventh edition features sections on important areas such as spread spectrum, cellular communications, and orthogonal frequency-division multiplexing. While the book is aimed at a two-semester course, more than enough material is provided for structuring courses according to students need and instructor preference.