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Adaptive Filtering: Algorithms and Practical Implementation

✍ Scribed by Paulo Sergio Ramirez DINIZ (auth.)


Publisher
Springer US
Year
2002
Tongue
English
Leaves
581
Series
The Kluwer International Series in Engineering and Computer Science 694
Category
Library

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✦ Table of Contents


Front Matter....Pages i-xxi
Introduction to Adaptive Filtering....Pages 1-14
Fundamentals of Adaptive Filtering....Pages 15-77
The Least-Mean-Square (LMS) Algorithm....Pages 79-138
LMS-Based Algorithms....Pages 139-193
Conventional RLS Adaptive Filter....Pages 195-233
Adaptive Lattice-Based RLS Algorithms....Pages 235-286
Fast Transversal RLS Algorithms....Pages 287-307
QR-Decomposition-Based RLS Filters....Pages 309-359
Adaptive IIR Filters....Pages 361-422
Nonlinear Adaptive Filtering....Pages 423-465
Subband Adaptive Filters....Pages 467-526
Quantization Effects in the LMS and RLS Algorithms....Pages 527-558
Back Matter....Pages 559-568

✦ Subjects


Signal, Image and Speech Processing; Circuits and Systems; Electrical Engineering; Image Processing and Computer Vision


πŸ“œ SIMILAR VOLUMES


Adaptive Filtering: Algorithms and Pract
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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. Th

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Adaptive Filtering: Algorithms and Pract
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