The Resource Adaptive Filtering : Algorithms and Practical Implementation, by Paulo Sergio Ramirez, (electronic resource)

Adaptive Filtering : Algorithms and Practical Implementation, by Paulo Sergio Ramirez, (electronic resource)

Label
Adaptive Filtering : Algorithms and Practical Implementation
Title
Adaptive Filtering
Title remainder
Algorithms and Practical Implementation
Statement of responsibility
by Paulo Sergio Ramirez
Creator
Subject
Genre
Language
eng
Summary
Adaptive Filtering: Algorithms and Practical Implementation, Second Edition, presents a concise overview of adaptive filtering, covering as many algorithms as possible in a unified form that avoids repetition and simplifies notation. It is suitable as a textbook for senior undergraduate or first-year graduate courses in adaptive signal processing and adaptive filters. The philosophy of the presentation is to expose the material with a solid theoretical foundation, to concentrate on algorithms that really work in a finite-precision implementation, and to provide easy access to working algorithms. Hence, practicing engineers and scientists will also find the book to be an excellent reference. This second edition contains a substantial amount of new material: -Two new chapters on nonlinear and subband adaptive filtering; -Linearly constrained Weiner filters and LMS algorithms; -LMS algorithm behavior in fast adaptation; -Affine projection algorithms; -Derivation smoothing; -MATLAB codes for algorithms
Member of
Cataloging source
AU@
http://library.link/vocab/creatorName
Ramirez, Paulo Sergio
Dewey number
621.382
Index
no index present
LC call number
  • TK5102.9
  • TA1637-1638
  • TK7882.S65
Literary form
non fiction
Nature of contents
dictionaries
Series statement
The Kluwer International Series in Engineering and Computer Science,
Series volume
694
http://library.link/vocab/subjectName
  • Engineering
  • Computer vision
  • Computer engineering
  • Systems engineering
  • Computer engineering
  • Computer vision
  • Engineering
  • Systems engineering
Label
Adaptive Filtering : Algorithms and Practical Implementation, by Paulo Sergio Ramirez, (electronic resource)
Link
http://dx.doi.org/10.1007/978-1-4757-3637-3
Instantiates
Publication
Antecedent source
file reproduced from original
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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 Adaptive Lattice-Based RLS Algorithms -- 7 Fast Transversal RLS Algorithms -- 8 QR-Decomposition-Based RLS Filters -- 9 Adaptive IIR Filters -- 10 Nonlinear Adaptive Filtering -- 11 Subband Adaptive Filters -- A Quantization Effects in the LMS and RLS Algorithms
Dimensions
unknown
Edition
Second edition.
Extent
1 online resource (xxi, 568 pages).
File format
unknown
Form of item
online
Isbn
9781475736373
Isbn Type
(electronic bk.)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4757-3637-3
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)851753596
  • (OCoLC)ocn851753596
Label
Adaptive Filtering : Algorithms and Practical Implementation, by Paulo Sergio Ramirez, (electronic resource)
Link
http://dx.doi.org/10.1007/978-1-4757-3637-3
Publication
Antecedent source
file reproduced from original
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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 Adaptive Lattice-Based RLS Algorithms -- 7 Fast Transversal RLS Algorithms -- 8 QR-Decomposition-Based RLS Filters -- 9 Adaptive IIR Filters -- 10 Nonlinear Adaptive Filtering -- 11 Subband Adaptive Filters -- A Quantization Effects in the LMS and RLS Algorithms
Dimensions
unknown
Edition
Second edition.
Extent
1 online resource (xxi, 568 pages).
File format
unknown
Form of item
online
Isbn
9781475736373
Isbn Type
(electronic bk.)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4757-3637-3
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)851753596
  • (OCoLC)ocn851753596

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