Adaptive filtering: algorithms and practical implementation
<p>In the fourth edition of <i>Adaptive Filtering: Algorithms and Practical Implementation</i>, 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 a...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New Yor, NY [u.a.]
Springer
2013
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| Ausgabe: | 4th ed. |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Zusammenfassung: | <p>In the fourth edition of <i>Adaptive Filtering: Algorithms and Practical Implementation</i>, 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. <br><br>The main algorithms are described in tables, which are detailed enough to allow the reader to verify the covered concepts. Many examples address problems drawn from actual applications. New material to this edition includes:</p><ul><li>Analytical and simulation examples in Chapters 4, 5, 6 and 10<br></li><li>Appendix E, which summarizes the analysis of set-membership algorithm<br></li><li>Updated problems and references<br></li></ul><p>Providing a concise background on adaptive filtering, this book covers the family of LMS, affine projection, RLS and data-selective set-membership algorithms as well as nonlinear, sub-band, blind, IIR adaptive filtering, and more.</p><p>Several problems are included at the end of chapters, and some of these problems address applications. A user-friendly MATLAB package is provided where the reader can easily solve new problems and test algorithms in a quick manner. Additionally, the book provides easy access to working algorithms for practicing engineers. </p><p> |
| Beschreibung: | <p>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.</p> |
| Beschreibung: | 1 Online-Ressource (XXI, 652 p. 199 illus) |
| ISBN: | 9781461441069 |
| DOI: | 10.1007/978-1-4614-4106-9 |
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| 520 | |a <p>In the fourth edition of <i>Adaptive Filtering: Algorithms and Practical Implementation</i>, 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. <br><br>The main algorithms are described in tables, which are detailed enough to allow the reader to verify the covered concepts. Many examples address problems drawn from actual applications. New material to this edition includes:</p><ul><li>Analytical and simulation examples in Chapters 4, 5, 6 and 10<br></li><li>Appendix E, which summarizes the analysis of set-membership algorithm<br></li><li>Updated problems and references<br></li></ul><p>Providing a concise background on adaptive filtering, this book covers the family of LMS, affine projection, RLS and data-selective set-membership algorithms as well as nonlinear, sub-band, blind, IIR adaptive filtering, and more.</p><p>Several problems are included at the end of chapters, and some of these problems address applications. A user-friendly MATLAB package is provided where the reader can easily solve new problems and test algorithms in a quick manner. Additionally, the book provides easy access to working algorithms for practicing engineers. </p><p> | ||
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| adam_text | ADAPTIVE FILTERING
/ DINIZ, PAULO S. R.
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
ADAPTIVE FILTERING
/ DINIZ, PAULO S. R.
: 2013
ABSTRACT / INHALTSTEXT
IN THE FOURTH EDITION OF ADAPTIVE FILTERING: ALGORITHMS AND PRACTICAL
IMPLEMENTATION,AUTHOR PAULO S.R. DINIZPRESENTS 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 TABLES, WHICH ARE DETAILED ENOUGH TO ALLOW THE READER TO VERIFY THE
COVERED CONCEPTS. MANY EXAMPLES ADDRESS PROBLEMS DRAWN FROM ACTUAL
APPLICATIONS. NEW MATERIAL TO THIS EDITION INCLUDES: ANALYTICAL AND
SIMULATION EXAMPLES IN CHAPTERS 4, 5, 6 AND 10 APPENDIX E, WHICH
SUMMARIZES THE ANALYSIS OF SET-MEMBERSHIP ALGORITHM UPDATED PROBLEMS AND
REFERENCES PROVIDINGA CONCISE BACKGROUND ON ADAPTIVE FILTERING, THIS
BOOK COVERS THE FAMILY OF LMS, AFFINE PROJECTION, RLS AND DATA-SELECTIVE
SET-MEMBERSHIP ALGORITHMS AS WELL AS NONLINEAR, SUB-BAND, BLIND, IIR
ADAPTIVE FILTERING, AND MORE. SEVERAL PROBLEMS ARE INCLUDED AT THE END
OF CHAPTERS, AND SOME OF THESE PROBLEMS ADDRESS APPLICATIONS. A
USER-FRIENDLY MATLAB PACKAGE IS PROVIDED WHERE THE READER CAN EASILY
SOLVE NEW PROBLEMS AND TEST ALGORITHMS IN A QUICK MANNER. ADDITIONALLY,
THE BOOK PROVIDES EASY ACCESS TO WORKING ALGORITHMS FOR PRACTICING
ENGINEERS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
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| dewey-full | 621.382 |
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| dewey-ones | 621 - Applied physics |
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| dewey-search | 621.382 |
| dewey-sort | 3621.382 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.1007/978-1-4614-4106-9 |
| edition | 4th ed. |
| format | Electronic eBook |
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| spellingShingle | Diniz, Paulo Sergio Ramirez 1956- Adaptive filtering algorithms and practical implementation Ingenieurwissenschaften Engineering Computer engineering Telecommunication Systems engineering Adaptives Filter (DE-588)4141377-5 gnd Digitale Signalverarbeitung (DE-588)4113314-6 gnd |
| subject_GND | (DE-588)4141377-5 (DE-588)4113314-6 |
| title | Adaptive filtering algorithms and practical implementation |
| title_auth | Adaptive filtering algorithms and practical implementation |
| title_exact_search | Adaptive filtering algorithms and practical implementation |
| title_full | Adaptive filtering algorithms and practical implementation Paulo S. R. Diniz |
| title_fullStr | Adaptive filtering algorithms and practical implementation Paulo S. R. Diniz |
| title_full_unstemmed | Adaptive filtering algorithms and practical implementation Paulo S. R. Diniz |
| title_short | Adaptive filtering |
| title_sort | adaptive filtering algorithms and practical implementation |
| title_sub | algorithms and practical implementation |
| topic | Ingenieurwissenschaften Engineering Computer engineering Telecommunication Systems engineering Adaptives Filter (DE-588)4141377-5 gnd Digitale Signalverarbeitung (DE-588)4113314-6 gnd |
| topic_facet | Ingenieurwissenschaften Engineering Computer engineering Telecommunication Systems engineering Adaptives Filter Digitale Signalverarbeitung |
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