Theory and Design of Adaptive Filters [Hardcover]

Michael G. Larimore (Author), C. Richard Johnson (Author), John R. Treichler (Author)

Book Description

ISBN-10: 0130402656 | ISBN-13: 978-0130402653 | Publication Date: March 15, 2001 | Edition: United States ed

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.

Editorial Reviews

From the Publisher

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) filters; and adaptive property restoring filters. For the widely used FIR filters, the book offers the most popular analytical tools and distills a tutorial collection of insightful design guidelines of proven utility. For the more recently developed filters, it focuses on emerging theoretical foundations and suggested applications. The material is supplemented with listings of FORTRAN codes for basic algorithms and a real-time solution to one adaptive FIR filter problem using a Texas Instruments signal processing chip. --This text refers to an out of print or unavailable edition of this title.

From the Back Cover

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.

Product Details

• Hardcover: 475 pages
• Publisher: Prentice Hall; United States ed edition (March 15, 2001)
• Language: English
• ISBN-10: 0130402656
• ISBN-13: 978-0130402653
• Product Dimensions: 9.2 x 7.1 x 0.7 inches
• Shipping Weight: 1.7 pounds
• Average Customer Review: 3.0 out of 5 stars  See all reviews (1 customer review)
• Amazon Best Sellers Rank: #2,802,122 in Books (See Top 100 in Books)

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7 of 7 people found the following review helpful:

3.0 out of 5 stars Comments of Theory and Design Adapt. Filters, April 30, 2001

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Ivan "icasella" - See all my reviews

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This review is from: Theory and Design of Adaptive Filters (Hardcover)

This is a good book. The book covers the fundamental concepts for adaptive filtering and explains it in a very simple way. You can really learn even if you are just begining in this field.

However I was wonder that this will be a new book and not just a new edition of the book edited in 1986 by John Wiley & Sons. Unfortunately, the structure of the book is exactly the same and just have few matlab examples to substitute the old fortan programs.

I hope that the authors realize that and add recent topics of research in the wireless communication cenario or at least improve the last chapters of the book that are too simple.