Detection Estimation and Modulation Theory, Part I

Detection, Estimation, and Filtering Theory

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Author: Harry L. Van Trees,Kristine L. Bell

Publisher: John Wiley & Sons

ISBN: 1118539923

Category: Technology & Engineering

Page: 1176

View: 7192

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.

Detection, Estimation, and Modulation Theory

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Author: Harry L. Van Trees

Publisher: John Wiley & Sons

ISBN: 0471463825

Category: Technology & Engineering

Page: 716

View: 9896

Highly readable paperback reprint of one of the great time-tested classics in the field of signal processing Together with the reprint of Part III and the new Part IV, this will be the most complete treatment of the subject available As imperative today as it was when it originally published Has important applications in radar, sonar, communications, seismology, biomedical engineering, and astronomy Includes section summaries, examples, and a large number of problems

Detection, Estimation, and Modulation Theory, Optimum Array Processing

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Author: Harry L. Van Trees

Publisher: John Wiley & Sons

ISBN: 0471463833

Category: Technology & Engineering

Page: 1472

View: 7137

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

Bayesian Bounds for Parameter Estimation and Nonlinear Filtering/Tracking

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Author: Harry L. Van Trees,Kristine L. Bell

Publisher: Wiley-IEEE Press

ISBN: 9780470120958

Category: Technology & Engineering

Page: 951

View: 7860

The first comprehensive development of Bayesian Bounds for parameter estimation and nonlinear filtering/tracking Bayesian estimation plays a central role in many signal processing problems encountered in radar, sonar, communications, seismology, and medical diagnosis. There are often highly nonlinear problems for which analytic evaluation of the exact performance is intractable. A widely used technique is to find bounds on the performance of any estimator and compare the performance of various estimators to these bounds. This book provides a comprehensive overview of the state of the art in Bayesian Bounds. It addresses two related problems: the estimation of multiple parameters based on noisy measurements and the estimation of random processes, either continuous or discrete, based on noisy measurements. An extensive introductory chapter provides an overview of Bayesian estimation and the interrelationship and applicability of the various Bayesian Bounds for both static parameters and random processes. It provides the context for the collection of papers that are included. This book will serve as a comprehensive reference for engineers and statisticians interested in both theory and application. It is also suitable as a text for a graduate seminar or as a supplementary reference for an estimation theory course.

Detection and Estimation for Communication and Radar Systems

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Author: Kung Yao,Flavio Lorenzelli,Chiao-En Chen

Publisher: Cambridge University Press

ISBN: 1139619063

Category: Technology & Engineering

Page: N.A

View: 4516

Covering the fundamentals of detection and estimation theory, this systematic guide describes statistical tools that can be used to analyze, design, implement and optimize real-world systems. Detailed derivations of the various statistical methods are provided, ensuring a deeper understanding of the basics. Packed with practical insights, it uses extensive examples from communication, telecommunication and radar engineering to illustrate how theoretical results are derived and applied in practice. A unique blend of theory and applications and over 80 analytical and computational end-of-chapter problems make this an ideal resource for both graduate students and professional engineers.

Statistical Signal Processing

Detection, Estimation, and Time Series Analysis

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Author: Louis L. Scharf,Cédric Demeure

Publisher: Prentice Hall

ISBN: N.A

Category: Technology & Engineering

Page: 524

View: 8210

This book embraces the many mathematical procedures that engineers and statisticians use to draw inference from imperfect or incomplete measurements.This book presents the fundamental ideas in statistical signal processing along four distinct lines: mathematical and statistical preliminaries; decision theory; estimation theory; and time series analysis.

Detection Estimation and Modulation Theory

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Author: Harry L. Van Trees,Kristine L. Bell

Publisher: John Wiley & Sons

ISBN: 9780470542965

Category: Science

Page: 1150

View: 693

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.

Adaptive Filters

Theory and Applications

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Author: Behrouz Farhang-Boroujeny

Publisher: John Wiley & Sons

ISBN: 111859133X

Category: Technology & Engineering

Page: 800

View: 7711

This second edition of Adaptive Filters: Theory and Applications has been updated throughout to reflect the latest developments in this field; notably an increased coverage given to the practical applications of the theory to illustrate the much broader range of adaptive filters applications developed in recent years. The book offers an easy to understand approach to the theory and application of adaptive filters by clearly illustrating how the theory explained in the early chapters of the book is modified for the various applications discussed in detail in later chapters. This integrated approach makes the book a valuable resource for graduate students; and the inclusion of more advanced applications including antenna arrays and wireless communications makes it a suitable technical reference for engineers, practitioners and researchers. Key features: • Offers a thorough treatment of the theory of adaptive signal processing; incorporating new material on transform domain, frequency domain, subband adaptive filters, acoustic echo cancellation and active noise control. • Provides an in-depth study of applications which now includes extensive coverage of OFDM, MIMO and smart antennas. • Contains exercises and computer simulation problems at the end of each chapter. • Includes a new companion website hosting MATLAB® simulation programs which complement the theoretical analyses, enabling the reader to gain an in-depth understanding of the behaviours and properties of the various adaptive algorithms.

Detection, Estimation, and Modulation Theory, Part III

Radar-Sonar Signal Processing and Gaussian Signals in Noise

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Author: Harry L. Van Trees

Publisher: John Wiley & Sons

ISBN: 0471463817

Category: Technology & Engineering

Page: 648

View: 5660

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

Principles of Communication Engineering

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Author: John M. Wozencraft,Irwin Mark Jacobs

Publisher: Waveland PressInc

ISBN: 9780881335545

Category: Technology & Engineering

Page: 720

View: 8317

This book provides a cohesive introduction to much of the vast body of knowledge central to the problems of communication engineering.

Statistical and Adaptive Signal Processing

Spectral Estimation, Signal Modeling, Adaptive Filtering, and Array Processing

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Author: Dimitris G. Manolakis,Vinay K. Ingle,Stephen M. Kogon

Publisher: Artech House on Demand

ISBN: 9781580536103

Category: Technology & Engineering

Page: 796

View: 1617

This authoritative volume on statistical and adaptive signal processing offers you a unified, comprehensive and practical treatment of spectral estimation, signal modeling, adaptive filtering, and array processing. Packed with over 3,000 equations and more than 300 illustrations, this unique resource provides you with balanced coverage of implementation issues, applications, and theory, making it a smart choice for professional engineers and students alike.

Fundamentals Of Statistical Processing, Volume 2: Detection Theory

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Author: Kay

Publisher: Pearson Education India

ISBN: 9788131729007

Category: Estimation theory

Page: 672

View: 9645

"For those involved in the design and implementation of signal processing algorithms, this book strikes a balance between highly theoretical expositions and the more practical treatments, covering only those approaches necessary for obtaining an optimal estimator and analyzing its performance. Authoer Steven M. Kay discusses classical estimation followed by Bayesian estimation, and illustrates the theory with numerous pedagogical and real-world examples."--Cover, volume 1.

Principles of Signal Detection and Parameter Estimation

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Author: Bernard C. Levy

Publisher: Springer Science & Business Media

ISBN: 0387765425

Category: Technology & Engineering

Page: 664

View: 9052

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.

Network Information Theory

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Author: Abbas El Gamal,Young-Han Kim

Publisher: Cambridge University Press

ISBN: 1139503146

Category: Technology & Engineering

Page: N.A

View: 3321

This comprehensive treatment of network information theory and its applications provides the first unified coverage of both classical and recent results. With an approach that balances the introduction of new models and new coding techniques, readers are guided through Shannon's point-to-point information theory, single-hop networks, multihop networks, and extensions to distributed computing, secrecy, wireless communication, and networking. Elementary mathematical tools and techniques are used throughout, requiring only basic knowledge of probability, whilst unified proofs of coding theorems are based on a few simple lemmas, making the text accessible to newcomers. Key topics covered include successive cancellation and superposition coding, MIMO wireless communication, network coding, and cooperative relaying. Also covered are feedback and interactive communication, capacity approximations and scaling laws, and asynchronous and random access channels. This book is ideal for use in the classroom, for self-study, and as a reference for researchers and engineers in industry and academia.

Detection, Estimation, and Modulation Theory, Radar-Sonar Signal Processing and Gaussian Signals in Noise

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Author: Harry L. Van Trees

Publisher: John Wiley & Sons

ISBN: 047110793X

Category: Science

Page: 648

View: 3375

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

Array Signal Processing

Concepts and Techniques

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Author: Don H. Johnson

Publisher: Prentice Hall

ISBN: N.A

Category: Technology & Engineering

Page: 533

View: 4765

This is the first book on the market to bring together material on array signal processing in a coherent fashion, with uniform notation and convention of models. KEY TOPICS: Using extensive examples and problems, it presents not only the theories of propagating waves and conventional array processing algorithms, but also the underlying ideas of adaptive array processing and multi-array tracking algorithms. This manual will be valuable to engineers who wish to practice and advance their careers in the array signal processing field.

Linear Estimation

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Author: Thomas Kailath,Ali H. Sayed,Babak Hassibi

Publisher: N.A

ISBN: 9780130224644

Category: Mathematics

Page: 854

View: 4906

This original work offers the most comprehensive and up-to-date treatment of the important subject of optimal linear estimation, which is encountered in many areas of engineering such as communications, control, and signal processing, and also in several other fields, e.g., econometrics and statistics. The book not only highlights the most significant contributions to this field during the 20th century, including the works of Wiener and Kalman, but it does so in an original and novel manner that paves the way for further developments. This book contains a large collection of problems that complement it and are an important part of piece, in addition to numerous sections that offer interesting historical accounts and insights. The book also includes several results that appear in print for the first time. FEATURES/BENEFITS Takes a geometric point of view. Emphasis on the numerically favored array forms of many algorithms. Emphasis on equivalence and duality concepts for the solution of several related problems in adaptive filtering, estimation, and control. These features are generally absent in most prior treatments, ostensibly on the grounds that they are too abstract and complicated. It is the authors' hope that these misconceptions will be dispelled by the presentation herein, and that the fundamental simplicity and power of these ideas will be more widely recognized and exploited. Among other things, these features already yielded new insights and new results for linear and nonlinear problems in areas such as adaptive filtering, quadratic control, and estimation, including the recent "Ha theories."

Multitarget-multisensor Tracking

Applications and Advances

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Author: Yaakov Bar-Shalom

Publisher: Artech House on Demand

ISBN: 9780890065174

Category: Technology & Engineering

Page: 442

View: 9383

Compiles the latest techniques for those who design advanced systems for tracking, surveillance and navigation. This second volume expands upon the first with 11 new chapters. The text includes pertinent contributions from leading international experts in this field.