Coverart for item
The Resource Adaptive filtering : algorithms and practical implementation, Paulo S.R. Diniz, (electronic resource)

Adaptive filtering : algorithms and practical implementation, Paulo S.R. Diniz, (electronic resource)

Label
Adaptive filtering : algorithms and practical implementation
Title
Adaptive filtering
Title remainder
algorithms and practical implementation
Statement of responsibility
Paulo S.R. Diniz
Creator
Subject
Language
eng
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 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 10Appendix E, which summarizes the analysis of set-membership algorithmUpdated problems and referencesProviding 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. 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
Cataloging source
GW5XE
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Label
Adaptive filtering : algorithms and practical implementation, Paulo S.R. Diniz, (electronic resource)
Link
http://dx.doi.org/10.1007/978-1-4614-4106-9
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • 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
  • 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
Control code
ocn807986087
Dimensions
unknown
Edition
4th ed.
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9781461441069
Isbn Type
(electronic bk.)
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)807986087
Label
Adaptive filtering : algorithms and practical implementation, Paulo S.R. Diniz, (electronic resource)
Link
http://dx.doi.org/10.1007/978-1-4614-4106-9
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • 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
  • 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
Control code
ocn807986087
Dimensions
unknown
Edition
4th ed.
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9781461441069
Isbn Type
(electronic bk.)
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)807986087

Library Locations

    • ERDC - Hanover (US Army Engineer Research and Development Center) Borrow it
      72 Lyme Road, Hanover, NH, 03755-1290, US
      43.7279642 -72.2684934
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