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Adaptive Filter Theory [PDF Download]

Adaptive Filter Theory PDF
Author: Simon S. Haykin
Publisher:
Release Date: 1991
ISBN:
Size: 51.54 MB
Format: PDF, ePub, Mobi
Category : Adaptive filters
Languages : en
Pages : 854
View: 2079

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This book develops the mathematical theory of linear adaptive filters with finite impulse response. Examples and computer experiment applications illustrate the theory and principles. The second edition has also been restructured with an introduction followed by four parts: discrete-time wide-sense station stochastic process; linear optimum filtering; linear FIR adaptive filtering; limitations, extensions and discussions. on blind deconvolution, new appendix material on complex variables and regulation.

Adaptive Filter Theory [PDF Download]

Adaptive Filter Theory PDF
Author: Simon Haykin
Publisher: Prentice Hall
Release Date: 2014
ISBN: 9780132671453
Size: 26.33 MB
Format: PDF, ePub, Mobi
Category : Technology & Engineering
Languages : en
Pages : 889
View: 4507

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Includes bibliographical references (pages 846-878) and index.

Adaptive Filter Theory [PDF Download]

Adaptive Filter Theory PDF
Author: Simon S. Haykin
Publisher:
Release Date: 1996
ISBN:
Size: 43.44 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 989
View: 5703

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Haykin examines both the mathematical theory behind various linear adaptive filters with finite-duration impulse response (FIR) and the elements of supervised neural networks. This edition has been updated and refined to keep current with the field and develop concepts in as unified and accessible a manner as possible. It: introduces a completely new chapter on Frequency-Domain Adaptive Filters; adds a chapter on Tracking Time-Varying Systems; adds two chapters on Neural Networks; enhances material on RLS algorithms; strengthens linkages to Kalman filter theory to gain a more unified treatment of the standard, square-root and order-recursive forms; and includes new computer experiments using MATLAB software that illustrate the underlying theory and applications of the LMS and RLS algorithms.

Adaptive Filter Theory [PDF Download]

Adaptive Filter Theory PDF
Author: Simon S. Haykin
Publisher: Pearson Education India
Release Date: 2008
ISBN: 9788131708699
Size: 53.28 MB
Format: PDF, Mobi
Category : Adaptive filters
Languages : en
Pages : 920
View: 3367

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Subband Adaptive Filtering [PDF Download]

Subband Adaptive Filtering PDF
Author: Kong-Aik Lee
Publisher: John Wiley & Sons
Release Date: 2009-07-06
ISBN: 9780470745984
Size: 62.98 MB
Format: PDF, Docs
Category : Science
Languages : en
Pages : 344
View: 2604

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Subband adaptive filtering is rapidly becoming one of the most effective techniques for reducing computational complexity and improving the convergence rate of algorithms in adaptive signal processing applications. This book provides an introductory, yet extensive guide on the theory of various subband adaptive filtering techniques. For beginners, the authors discuss the basic principles that underlie the design and implementation of subband adaptive filters. For advanced readers, a comprehensive coverage of recent developments, such as multiband tap–weight adaptation, delayless architectures, and filter–bank design methods for reducing band–edge effects are included. Several analysis techniques and complexity evaluation are also introduced in this book to provide better understanding of subband adaptive filtering. This book bridges the gaps between the mixed–domain natures of subband adaptive filtering techniques and provides enough depth to the material augmented by many MATLAB® functions and examples. Key Features: Acts as a timely introduction for researchers, graduate students and engineers who want to design and deploy subband adaptive filters in their research and applications. Bridges the gaps between two distinct domains: adaptive filter theory and multirate signal processing. Uses a practical approach through MATLAB®-based source programs on the accompanying CD. Includes more than 100 M-files, allowing readers to modify the code for different algorithms and applications and to gain more insight into the theory and concepts of subband adaptive filters. Subband Adaptive Filtering is aimed primarily at practicing engineers, as well as senior undergraduate and graduate students. It will also be of interest to researchers, technical managers, and computer scientists.

Adaptive Filter Theory [PDF Download]

Adaptive Filter Theory PDF
Author: Simon O. Haykin
Publisher: Pearson Higher Ed
Release Date: 2013-05-16
ISBN: 0133080366
Size: 66.67 MB
Format: PDF, Docs
Category : Technology & Engineering
Languages : en
Pages : 912
View: 4765

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This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Adaptive Filter Theory, 5e, is ideal for courses in Adaptive Filters. Haykin examines both the mathematical theory behind various linear adaptive filters and the elements of supervised multilayer perceptrons. In its fifth edition, this highly successful book has been updated and refined to stay current with the field and develop concepts in as unified and accessible a manner as possible.

Adaptive Filters Theory And Applications [PDF Download]

Adaptive Filters Theory and Applications PDF
Author: B. Farhang-Boroujeny
Publisher: Wiley
Release Date: 1999-01-04
ISBN: 9780471983378
Size: 10.62 MB
Format: PDF, ePub, Mobi
Category : Technology & Engineering
Languages : en
Pages : 548
View: 5384

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Adaptive filtering is an advanced and growing field in signal processing. A filter is a transmission network used in electronic circuits for the selective enhancement or reduction of specified components of an input signal. Filtering is achieved by selectively attenuating those components of the input signal which are undesired, relative to those which it is desired to enhance. This comprehensive book is both a valuable student resource and a useful technical reference for signal processing engineers in industry. The author is experienced in teaching graduates and practicing engineers and the text offers good theoretical coverage complemented by plenty of application examples.

Adaptive Filtering [PDF Download]

Adaptive Filtering PDF
Author: Lino Garcia Morales
Publisher: BoD – Books on Demand
Release Date: 2013-02-20
ISBN: 9535109987
Size: 25.30 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 164
View: 3403

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Adaptive filtering can be used to characterize unknown systems in time-variant environments. The main objective of this approach is to meet a difficult comprise: maximum convergence speed with maximum accuracy. Each application requires a certain approach which determines the filter structure, the cost function to minimize the estimation error, the adaptive algorithm, and other parameters; and each selection involves certain cost in computational terms, that in any case should consume less time than the time required by the application working in real-time. Theory and application are not, therefore, isolated entities but an imbricated whole that requires a holistic vision. This book collects some theoretical approaches and practical applications in different areas that support expanding of adaptive systems.

Adaptive Filters [PDF Download]

Adaptive Filters PDF
Author: Ali H. Sayed
Publisher: John Wiley & Sons
Release Date: 2011-10-11
ISBN: 1118210840
Size: 62.85 MB
Format: PDF, ePub, Mobi
Category : Science
Languages : en
Pages : 824
View: 1814

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Adaptive filtering is a topic of immense practical and theoretical value, having applications in areas ranging from digital and wireless communications to biomedical systems. This book enables readers to gain a gradual and solid introduction to the subject, its applications to a variety of topical problems, existing limitations, and extensions of current theories. The book consists of eleven parts?each part containing a series of focused lectures and ending with bibliographic comments, problems, and computer projects with MATLAB solutions.