Last edited by Zolozil
Friday, July 10, 2020 | History

5 edition of Theory and Design of Adaptive Filters found in the catalog.

Theory and Design of Adaptive Filters

by Michael G. Larimore

  • 39 Want to read
  • 7 Currently reading

Published by Prentice Hall .
Written in English

    Subjects:
  • Automatic control engineering,
  • Computer modelling & simulation,
  • General Theory of Computing,
  • High level programming languages,
  • Mechanical engineering,
  • Science/Mathematics,
  • Design and construction,
  • Adaptive Control,
  • Matlab,
  • Technology & Industrial Arts,
  • Technology,
  • Engineering - Mechanical,
  • Electronics - Circuits - General,
  • Computer Engineering,
  • Engineering - Electrical & Electronic,
  • Computers / Computer Engineering,
  • Computer Science,
  • Adaptive filters

  • The Physical Object
    FormatHardcover
    Number of Pages475
    ID Numbers
    Open LibraryOL9286216M
    ISBN 100130402656
    ISBN 109780130402653

    Description. 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. 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.

    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. 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.

    The book begins with the basic principles that underlie the design and implementation of subband adaptive filters. Later chapters provide comprehensive coverage of recent developments, such as multiband tap-weight adaptation, delayless architectures, and filter-bank design methods for reducing band-edge effects. adaptive filter theory international edition Download adaptive filter theory international edition or read online books in PDF, EPUB, Tuebl, and Mobi Format. Click Download or Read Online button to get adaptive filter theory international edition book now. This site is like a library, Use search box in the widget to get ebook that you want.


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Theory and Design of Adaptive Filters by Michael G. Larimore Download PDF EPUB FB2

A comprehensive compilation of adaptive filtering concepts, algorithm forms, behavioral insights, and application guidelines useful for the engineer interested in designing appropriate adaptive filters for various applications and for students needing a cohesive pedagogy for initiation of basic research in adaptive theory.

The analysis and design of three basic classes of adaptive filters are presented: adaptive finite-impulse-response (FIR) filters; adaptive infinite-impulse-response (IRR Cited by:   Theory and Design of Adaptive Filters: Larimore, Michael G., Johnson, C.

Richard, Treichler, John R.: : Books/5(3). Theory and Design of Adaptive Filters Paperback – January 1, by Michael G Larimore (Author)Reviews: 1. Theory and design of adaptive filters. Upper Saddle River, NJ: Prentice Hall, © (OCoLC) Document Type: Book: All Authors / Contributors: John R Treichler; C Richard Johnson; Michael G Larimore.

Theory and design of adaptive filters. New York: Wiley, © (OCoLC) Document Type: Book: All Authors / Contributors: John R Treichler; C Richard Johnson; Michael G Larimore.

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 s: 1. 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. Using an accessible yet rigorous approach, Active Filters: Theory and Design highlights the essential role of filters, especially analog active filters, in applications for seismology, brainwave research, speech and hearing studies, and other medical electronics.

The book demonstrates how to design filters capable of meeting a given set of specifications. An introduction to the basic principles, mathematical theory, algorithmic design, and practical implementation of linear adaptive filters. Topics include adaptive least-mean-square and recursive-least-square algorithms, adaptive lattice structures, fast finite-precision implementations, and behavioral analysis.

An adaptive filter is a system with a linear filter that has a transfer function controlled by variable parameters and a means to adjust those parameters according to an optimization algorithm.

Because of the complexity of the optimization algorithms, almost all adaptive filters are digital filters. Adaptive filters are required for some applications because some parameters of the desired processing operation are. Linear Filters 1 Adaptive Filters 2 Adaptive Filter Structures 3 Adaptation Approaches 7 Approach Based on Wiener Filter Theory 7 Method of Least-Squares 8 Real and Complex Forms of Adaptive Filters 9 Applications 9 Modeling 9 Inverse Modeling 11 Linear Prediction 15 Interference.

Examines both the mathematical theory behind various linear adaptive filters with finite-duration impulse response and the elements of supervised neural networks. The fourth edition of this book has been updated and refined to stay current with the field/5(4).

Adaptive Filter Features Adaptive filters are composed of three basic modules: Filtering strucure Determines the output of the filter given its input samples Its weights are periodically adjusted by the adaptive algorithm Can be linear or nonlinear, depending on the application Linear filters can be FIR or IIR Performance criterion Defined according to application and mathematical tractability.

Theory and Design of Adaptive Filters by Michael G. Larimore, C. Richard Johnson, John R. Treichler and a great selection of related books, art and collectibles available now at - Theory and Design of Adaptive Filters by Larimore, Michael G ; Johnson, C Richard; Treichler, John R.

Adaptive Filter Theory - Simon Haykin. Adaptive Filters - Ali H. Sayed. you will gain an intuitive understanding of filter design.

There after you can pick any of the recommended digital filter design books and I assure you that most of it will be a cakewalk. In any case, here is a book I recommend for making transition from passive analog. An essential resource to accompany the text Adaptive Filters.

The Solution Manual to accompany Adaptive Filters: Theory and Applications offers a helpful resource for understanding the latest developments in this field. The Manual offers increased coverage given to the practical applications of the theory to illustrate the much broader range of adaptive filters applications developed in recent.

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 material is presented in a progression from a short introduction to adaptive systems through modelling, classical filters and spectral analysis to adaptive control theory, nonclassical adaptive systems and applications.

Features: • Comprehensive review of linear and stochastic theory. SIMON HAYKIN, PhD, is University Professor and Director of the Adaptive Systems Laboratory at McMaster University.

BERNARD WIDROW, PhD, is Professor for Adaptive Systems at Stanford University. Adaptive Filter Theory looks at both the mathematical theory behind various linear adaptive filters with finite-duration impulse response (FIR) and the elements of supervised neural networks.

Up-to-date and in-depth treatment of adaptive filters develops concepts in a unified and accessible manner. This highly successful book provides comprehensive coverage of adaptive filters in a highly.

The adaptive recursive filter design first proposed by S. A. White is re-examined, and a modified filter configuration is proposed which drastically simplifies the gradient generating mechanism.Kernel Adaptive Filtering is the first book to present a comprehensive, unifying introduction to online learning algorithms in reproducing kernel Hilbert spaces.

Based on research being conducted. 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.