Principles of Signal Detection and Parameter Estimation PDF Download
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Author: Bernard C. Levy
Publisher: Springer Science & Business Media
ISBN: 0387765425
Category : Technology & Engineering
Languages : en
Pages : 647
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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.
Author: Hirenkumar Gami
Publisher:
ISBN:
Category : Electronic dissertations
Languages : en
Pages : 81
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Book Description
An idea behind this dissertation is the estimation of signal parameters of a radio channel snapshot. The focal point here to utilize the high resolution estimation capabilities of subspace based methods in association with non-eigenvector based parameter estimation methods to reduce the complexity in wireless system parameter estimation process. The first part of the work is to scrutinize various subspace based parametric estimation methods in well explored array signal processing based wireless communication system problem. These high resolution spectral parameter estimation methods broadly classified in terms of eigenvector based and non-eigenvector based estimation methods. Although providing high resolution and well-known in literature, the eigenvector based spectral parameter estimation methods do not comply requirements of real time signal processing of today's highly complex radio receivers. Therefore, this dissertation is focusing on computationally efficient noneigenvector methods for signal spectral parameter estimation such as Rank Revealing QR factorization, Propagator Method, Accelerated MUSIC, and other triangular factorization methods. The second part of this dissertation concentrate on performance evaluation of these noneigenvector based methods in real world communication system problems. The performance of these methods is demonstrated under three different parameter estimation problems such as multipath time delay estimation in FH-CDMA system, channel estimation problem in MUMIMO system, and joint parameter estimation problem in array signal processing. The role of eigenvector based methods in the spectral parameter estimation is efficiently transformed into non-eigenvector based parameter estimation procedure. This transformation leads to development of computationally efficient algorithms with an enhanced estimation capability.
Author: Bernard C. Levy
Publisher: Springer Science & Business Media
ISBN: 0387765425
Category : Technology & Engineering
Languages : en
Pages : 647
Get Book Here
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.
Author: Jerry M. Mendel
Publisher: Pearson Education
ISBN: 0132440792
Category : Technology & Engineering
Languages : en
Pages : 891
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Book Description
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.
Author: Fredrick S. Yeatts
Publisher:
ISBN:
Category : Estimation theory
Languages : en
Pages : 148
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Book Description
Author: Simon Haykin
Publisher: Springer Science & Business Media
ISBN: 3642773478
Category : Technology & Engineering
Languages : en
Pages : 326
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Book Description
Radar Array Processing presents modern techniques and methods for processingradar signals received by an array of antenna elements. With the recent rapid growth of the technology of hardware for digital signal processing, itis now possible to apply this to radar signals and thus to enlist the full power of sophisticated computational algorithms. Topics covered in detail here include: super-resolution methods of array signal processing as applied to radar, adaptive beam forming for radar, and radar imaging. This book will be of interest to researchers and studentsin the radar community and also in related fields such as sonar, seismology, acoustics and radio astronomy.
Author: Renbiao Wu
Publisher: Springer
ISBN: 9811369321
Category : Technology & Engineering
Languages : en
Pages : 302
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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.
Author: Manuel S. Stein
Publisher:
ISBN:
Category :
Languages : en
Pages :
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Book Description
Author: Sanjay G. Rao
Publisher:
ISBN:
Category :
Languages : en
Pages : 250
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Book Description
Author: João Paulo Carvalho Lustosa da Costa
Publisher:
ISBN: 9783832290092
Category :
Languages : en
Pages : 211
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Book Description
Author: Predrag Petrović
Publisher: Springer Nature
ISBN: 3031431073
Category : Technology & Engineering
Languages : en
Pages : 193
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Book Description
The book addresses a relevant field of digital processing and measurement of signals in distribution networks. The importance of the covered topic is evidenced by extensive foreign and domestic professional literature, in the form of publications in leading international journals, and numerous professional and scientific books. For the past two decades, the author has published a number of papers both in international journals and at leading world conferences, further verifying the results he has achieved in this field. It should be noted that he is also the holder of several national patents, which were created precisely as a result of working on the problems of processing complex signals of voltage and current. Readers of this book will be the students of master and doctoral studies both in the country and abroad and experts in the field of signal processing. It is a valuable source for future authors of professional and scientific papers, as a basis on which to start when developing completely new techniques for processing complex signals not only in the power system, but also in other fields of engineering and everyday life.
