Principles Of Signal Detection And Parameter Estimation PDF Download
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| Author | : Bernard C. Levy |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 647 |
| Release | : 2008-12-16 |
| Genre | : Technology & Engineering |
| ISBN | : 0387765441 |
Download Principles of Signal Detection and Parameter Estimation Book in PDF, ePub and Kindle
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.
| Author | : Bernard C. Levy |
| Publisher | : Springer |
| Total Pages | : 0 |
| Release | : 2008-11-01 |
| Genre | : Technology & Engineering |
| ISBN | : 9780387568003 |
Download Principles of Signal Detection and Parameter Estimation Book in PDF, ePub and Kindle
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.
| Author | : Bernard C. Levy |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 647 |
| Release | : 2008-07-07 |
| Genre | : Technology & Engineering |
| ISBN | : 0387765425 |
Download Principles of Signal Detection and Parameter Estimation Book in PDF, ePub and Kindle
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.
| Author | : H. Vincent Poor |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 558 |
| Release | : 2013-06-29 |
| Genre | : Technology & Engineering |
| ISBN | : 1475738633 |
Download An Introduction to Signal Detection and Estimation Book in PDF, ePub and Kindle
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.
| Author | : Abdelhak M. Zoubir |
| Publisher | : |
| Total Pages | : 32 |
| Release | : 1995 |
| Genre | : Estimation theory |
| ISBN | : 9781864351477 |
Download Parameter Estimation and Signal Detection Book in PDF, ePub and Kindle
| Author | : Renbiao Wu |
| Publisher | : Springer |
| Total Pages | : 302 |
| Release | : 2019-03-27 |
| Genre | : Technology & Engineering |
| ISBN | : 9811369321 |
Download Principles and Applications of RELAX: A Robust and Universal Estimator Book in PDF, ePub and Kindle
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.
| Author | : Jinho Choi |
| Publisher | : Cambridge University Press |
| Total Pages | : 349 |
| Release | : 2010-01-28 |
| Genre | : Technology & Engineering |
| ISBN | : 1139486330 |
Download Optimal Combining and Detection Book in PDF, ePub and Kindle
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.
| Author | : Harry L. Van Trees |
| Publisher | : John Wiley & Sons |
| Total Pages | : 1188 |
| Release | : 2013-04-15 |
| Genre | : Technology & Engineering |
| ISBN | : 0470542969 |
Download Detection Estimation and Modulation Theory, Part I Book in PDF, ePub and Kindle
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.
| Author | : Ping Gao |
| Publisher | : |
| Total Pages | : 386 |
| Release | : 2006 |
| Genre | : Electric noise |
| ISBN | : |
Download Parameter Estimation and Signal Detection Over Wireless Channels Book in PDF, ePub and Kindle
| Author | : Qiongqiong Jia |
| Publisher | : |
| Total Pages | : |
| Release | : 2019 |
| Genre | : TECHNOLOGY & ENGINEERING |
| ISBN | : 9789811369339 |
Download Principles and Applications of RELAX Book in PDF, ePub and Kindle
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.
