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Adaptive filtering : algorithms and practical implementation

Author: Paulo Sergio Ramirez Diniz
Publisher: New York : Springer, ©2008.
Series: Kluwer international series in engineering and computer science, SECS 694.
Edition/Format:   eBook : Document : English : 3rd edView all editions and formats
Summary:
Adaptive Filtering: Algorithms and Practical Implementation, Third Edition, presents basic concepts of adaptive signal processing and filtering in a concise and straightforward manner. It concentrates on on-line algorithms whose adaptation occurs whenever a new sample of each environment signal is available. The material also illustrates block algorithms using a sub-band filtering framework whose adaptation occurs  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Diniz, Paulo Sergio Ramirez, 1956-
Adaptive filtering.
New York : Springer, ©2008
(OCoLC)245555549
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Paulo Sergio Ramirez Diniz
ISBN: 9780387686066 0387686061 0387312749 9780387312743 9780470253885 0470253886
OCLC Number: 318586728
Notes: Previous edition: Boston, Mass.: Kluwer Academic, 2002.
Description: 1 online resource (xxiv, 627 pages) : illustrations.
Contents: 1. INTRODUCTION TO ADAPTIVE FILTERING --
2. FUNDAMENTALS OF ADAPTIVE FILTERING --
3. THE LEAST-MEAN-SQUARE (LMS) ALGORITHM --
4. LMS-BASED ALGORITHMS --
5. CONVENTIONAL RLS ADAPTIVE FILTER --
6. DATA-SELECTIVE ADAPTIVE FILTERING --
7. ADAPTIVE LATTICE-BASED RLS ALGORITHMS --
8. FAST TRANSVERSAL RLS ALGORITHMS --
9. QR-DECOMPOSITION-BASED RLS FILTERS --
10. ADAPTIVE IIR FILTERS --
11. NONLINEAR ADAPTIVE FILTERING --
12. SUBBAND ADAPTIVE FILTERS --
13. BLIND ADAPTIVE FILTERING --
A. COMPLEX DIFFERENTIATION --
B. QUANTIZATION EFFECTS IN THE LMS ALGORITHM --
C. QUANTIZATION EFFECTS IN THE RLS ALGORITHM --
D. KALMAN FILTERS.
Series Title: Kluwer international series in engineering and computer science, SECS 694.
Responsibility: Paulo S.R. Diniz.

Abstract:

This book presents basic concepts of adaptive signal processing and adaptive filtering in a concise and straightforward manner.  Read more...

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From the reviews of the third edition: "This text concentrates on studying on-line algorithms, those whose adaptation occurs whenever a new sample of each environment signal is available. ... This Read more...

 
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