The Resource Adaptive signal processing algorithms : stability and performance, Victor Solo, Xuan Kong

Adaptive signal processing algorithms : stability and performance, Victor Solo, Xuan Kong

Label
Adaptive signal processing algorithms : stability and performance
Title
Adaptive signal processing algorithms
Title remainder
stability and performance
Statement of responsibility
Victor Solo, Xuan Kong
Creator
Contributor
Subject
Language
eng
Summary
This comprehensive volume explores the analysis of the behavior (stability and performance) of adaptive signal processing (ASP) algorithms. Authors Victor Solo and Xuan Kong discuss general methods of both algorithm construction and algorithm analysis. They introduce ASP through its applications, show how to construct ASP algorithms, and provide a detailed global stability and performance analysis in the presence of time varying parameters in both deterministic and stochastic settings. Adaptive Signal Processing Algorithms: explores deterministic stability analysis by means of averaging methods; covers blind equalization; utilizes simulation throughout to amplify theoretical and practical points; lists additional references for each chapter for those who wish to pursue a specific topic in more depth than is provided. In addition, this is the first book of its type to treat time varying parameters
Member of
Cataloging source
DLC
http://library.link/vocab/creatorName
Solo, Victor
Illustrations
illustrations
Index
index present
LC call number
TK5102.9
LC item number
.S66 1995
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Kong, Xuan
http://library.link/vocab/subjectName
  • Adaptive signal processing
  • Adaptive filters
  • système adaptatif
  • processus Gaussien
  • CONSTRUCTION ALGORITHME
  • analyse algorithme
  • algorithme traitement signal
  • traitement signal
  • Adaptive filters
  • Adaptive signal processing
  • Processamento de sinais digitais
  • Traitement adaptatif du signal
  • Filtres adaptatifs
  • Adaptive Signalverarbeitung
  • Algorithmus
Label
Adaptive signal processing algorithms : stability and performance, Victor Solo, Xuan Kong
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 363-369) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Introduction -- 2. Offline Analysis -- 3. Iterative Minimization -- 4. Algorithm Construction -- 5. Algorithm Analysis: Gaussian White Noise Setting -- 6. Algorithm Analysis: Deterministic Global Theory -- 7. Deterministic Averaging: Single Time Scale -- 8. Deterministic Averaging: Mixed Time Scale -- 9. Stochastic Averaging: Single Time Scale -- 10. Stochastic Averaging: Mixed Time Scale -- App. A: Review of Matrix Analysis -- App. B: Stochastic Signals and Systems Review -- App. C: Deterministic Signals and Systems Review -- App. D: Mathematical Analysis Review -- App. E: Probability Review
Dimensions
24 cm.
Extent
xxi, 377 pages
Isbn
9780135012635
Lccn
93038907
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)29310657
  • (OCoLC)ocm29310657
Label
Adaptive signal processing algorithms : stability and performance, Victor Solo, Xuan Kong
Publication
Bibliography note
Includes bibliographical references (p. 363-369) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Introduction -- 2. Offline Analysis -- 3. Iterative Minimization -- 4. Algorithm Construction -- 5. Algorithm Analysis: Gaussian White Noise Setting -- 6. Algorithm Analysis: Deterministic Global Theory -- 7. Deterministic Averaging: Single Time Scale -- 8. Deterministic Averaging: Mixed Time Scale -- 9. Stochastic Averaging: Single Time Scale -- 10. Stochastic Averaging: Mixed Time Scale -- App. A: Review of Matrix Analysis -- App. B: Stochastic Signals and Systems Review -- App. C: Deterministic Signals and Systems Review -- App. D: Mathematical Analysis Review -- App. E: Probability Review
Dimensions
24 cm.
Extent
xxi, 377 pages
Isbn
9780135012635
Lccn
93038907
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)29310657
  • (OCoLC)ocm29310657

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