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Adaptive filtering : algorithms and practical implementation

Author: Paulo Sergio Ramirez Diniz
Publisher: New York : Springer, ©2013.
Edition/Format:   eBook : Document : English : 4th edView all editions and formats
Database:WorldCat
Summary:
In the fourth edition of Adaptive Filtering: Algorithms and Practical Implementation, author Paulo S.R. Diniz presents the basic concepts of adaptive signal processing and adaptive filtering in a concise and straightforward manner. The main classes of adaptive filtering algorithms are presented in a unified framework, using clear notations that facilitate actual implementation. The main algorithms are described in  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Diniz, Paulo S.R.
Adaptive Filtering : Algorithms and Practical Implementation.
Dordrecht : Springer, ©2013
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Paulo Sergio Ramirez Diniz
ISBN: 9781461441069 1461441064
OCLC Number: 807986087
Description: 1 online resource.
Contents: Introduction to Adaptive Filtering --
Fundamentals of Adaptive Filtering --
The Least-Mean-Square (LMS) Algorithm --
LMS-Based Algorithms --
Conventional RLS Adaptive Filter --
Data-Selective Adaptive Filtering --
Adaptive Lattice-Based RLS Algorithms --
Fast Transversal RLS Algorithms --
QR-Decomposition-Based RLS Filters --
Adaptive IIR Filters --
Nonlinear Adaptive Filtering --
Subband Adaptive Filters --
Blind Adaptive Filtering --
Complex Differentiation --
Quantization Effects in the LMS Algorithm --
Quantization Effects in the RLS Algorithm --
Kalman Filters --
Analysis of Set-Membership Affine Projection Algorithm.
Responsibility: Paulo S.R. Diniz.
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Abstract:

In its 4th edition, this book reviews basic concepts of adaptive signal processing and adaptive filtering in a concise and straightforward manner, covering the main classes of adaptive filtering  Read more...

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