Adaptive Filtering and Change Detection

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Author :
Release : 2000-10-03
Genre : Science
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Book Rating : /5 ( reviews)

Adaptive Filtering and Change Detection - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Adaptive Filtering and Change Detection write by Fredrik Gustafsson. This book was released on 2000-10-03. Adaptive Filtering and Change Detection available in PDF, EPUB and Kindle. Adaptive filtering is a branch of digital signal processing which enables the selective enhancement of desired elements of a signal and the reduction of undesired elements. Change detection is another kind of adaptive filtering for non-stationary signals, and is the basic tool in fault detection and diagnosis. This text takes the unique approach that change detection is a natural extension of adaptive filtering, and the broad coverage encompasses both the mathematical tools needed for adaptive filtering and change detection and the applications of the technology. Real engineering applications covered include aircraft, automotive, communication systems, signal processing and automatic control problems. The unique integration of both theory and practical applications makes this book a valuable resource combining information otherwise only available in separate sources Comprehensive coverage includes many examples and case studies to illustrate the ideas and show what can be achieved Uniquely integrates applications to airborne, automotive and communications systems with the essential mathematical tools Accompanying Matlab toolbox available on the web illustrating the main ideas and enabling the reader to do simulations using all the figures and numerical examples featured This text would prove to be an essential reference for postgraduates and researchers studying digital signal processing as well as practising digital signal processing engineers.

Theory and Design of Adaptive Filters

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Author :
Release : 2001
Genre : Computers
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Book Rating : /5 ( reviews)

Theory and Design of Adaptive Filters - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Theory and Design of Adaptive Filters write by John R. Treichler. This book was released on 2001. Theory and Design of Adaptive Filters available in PDF, EPUB and Kindle. Rather than superficially examining an extensive list of possible applications benefiting from adaptive filter use, the authors examine four such problems in detail and review the common attributes that are shared with many other applications of adaptive filtering.The authors develop the basic rules and algorithms for filter performance and provide tools for design, along with an appreciation of the complexity of behavioral analysis. Derivations and convergence discussions are kept to a basic level. The presentation focuses on a few principles and applies them to a series of motivating examples, that include in-depth discussion of implementation aspects for filter design not found in other books.Serves as a valuable reference for practicing engineers.

Adaptive Filtering

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Release : 2008-05-22
Genre : Technology & Engineering
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Book Rating : 061/5 ( reviews)

Adaptive Filtering - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Adaptive Filtering write by Paulo S. R. Diniz. This book was released on 2008-05-22. Adaptive Filtering available in PDF, EPUB and Kindle. This book presents the basic concepts of adaptive signal processing and adaptive filtering in a concise and straightforward manner, using clear notations that facilitate actual implementation. Important algorithms are described in detailed tables which allow the reader to verify learned concepts. The book covers the family of LMS and algorithms as well as set-membership, sub-band, blind, IIR adaptive filtering, and more. The book is also supported by a web page maintained by the author.

Adaptive Filtering

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Release : 2002
Genre : Adaptive filters
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Book Rating : 256/5 ( reviews)

Adaptive Filtering - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Adaptive Filtering write by Paulo Sergio Ramirez Diniz. This book was released on 2002. Adaptive Filtering available in PDF, EPUB and Kindle. Adaptive Filtering: Algorithms and Practical Implementation, Second Edition, presents a concise overview of adaptive filtering, covering as many algorithms as possible in a unified form that avoids repetition and simplifies notation. It is suitable as a textbook for senior undergraduate or first-year graduate courses in adaptive signal processing and adaptive filters. The philosophy of the presentation is to expose the material with a solid theoretical foundation, to concentrate on algorithms that really work in a finite-precision implementation, and to provide easy access to working algorithms. Hence, practicing engineers and scientists will also find the book to be an excellent reference. This second edition contains a substantial amount of new material: -Two new chapters on nonlinear and subband adaptive filtering; -Linearly constrained Weiner filters and LMS algorithms; -LMS algorithm behavior in fast adaptation; -Affine projection algorithms; -Derivation smoothing; -MATLAB codes for algorithms. An instructor's manual, a set of master transparencies, and the MATLAB codes for all of the algorithms described in the text are also available. Useful to both professional researchers and students, the text includes 185 problems; over 38 examples, and over 130 illustrations. It is of primary interest to those working in signal processing, communications, and circuits and systems. It will also be of interest to those working in power systems, networks, learning systems, and intelligent systems.

Adaptive Filtering

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Release : 2021-10-20
Genre : Computers
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Book Rating : 772/5 ( reviews)

Adaptive Filtering - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Adaptive Filtering write by Wenping Cao. This book was released on 2021-10-20. Adaptive Filtering available in PDF, EPUB and Kindle. Active filters are key technologies in applications such as telecommunications, advanced control, smart grids, and green transport. This book provides an update of the latest technological progress in signal processing and adaptive filters, with a focus on Kalman filters and applications. It illustrates fundamentals and guides filter design for specific applications, primarily for graduate students, academics, and industrial engineers who are interested in the theoretical, experimental, and design aspects of active filter technologies.