EXTENDED KERNEL RECURSIVE LEAST-SQUARES ALGORITHM

This chapter contains sections titled: Extended Recursive Least Squares Algorithm Exponentially Weighted Extended Recursive Least Squares Algorithm Extended Kernel Recursive Least Squares Algorithm EX‐KRLS for Tracking Models EX‐KRLS with Finite Rank Assumption Computer Experiments Conclusion Endnot...

Full description

Saved in:
Bibliographic Details
Published in:Kernel Adaptive Filtering Vol. 57; pp. 124 - 151
Main Authors: Principe, Jos? C, Liu, Weifeng, Haykin, Simon, Principe, José C
Format: Book Chapter
Language:English
Published: United States Wiley 2011
John Wiley & Sons, Inc
Series:Adaptive and Learning Systems for Signal Processing, Communication, and Control
Subjects:
ELECTRONICS & COMMUNICATIONS ENGINEERING
extended kernel recursive least‐squares algorithm
kernel recursive least‐squares algorithm (KRLS) ‐ implementing state space models
state noise, framework to study random walk state‐space model in RKHS
ISBN:9780470447536, 0470447532
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract This chapter contains sections titled: Extended Recursive Least Squares Algorithm Exponentially Weighted Extended Recursive Least Squares Algorithm Extended Kernel Recursive Least Squares Algorithm EX‐KRLS for Tracking Models EX‐KRLS with Finite Rank Assumption Computer Experiments Conclusion Endnotes
AbstractList This chapter contains sections titled: Extended Recursive Least Squares Algorithm Exponentially Weighted Extended Recursive Least Squares Algorithm Extended Kernel Recursive Least Squares Algorithm EX‐KRLS for Tracking Models EX‐KRLS with Finite Rank Assumption Computer Experiments Conclusion Endnotes
Author Principe, Jos? C
Principe, José C
Liu, Weifeng
Haykin, Simon
Author_xml – sequence: 1
  fullname: Principe, Jos? C
– sequence: 2
  fullname: Liu, Weifeng
– sequence: 3
  fullname: Haykin, Simon
– sequence: 4
  fullname: Principe, José C
BookMark eNpVkMtOwkAYhcd4iYA8gLu-QPH_5z7LBkYgVohtMe4m0zINREKRYoxvLwQ2Lk7O5nxn8XXJzbbZBkIeEQYIQJ-M0sAVSNDCsEG1Eleki4iaIlI016R_GXCuBJN3pGOoEiCMZvek37brEoTSSgIVHYL2o7CzkR1FLzab2TTK7HCR5dN3G6U2yYs4f1skmc2jJB3Ps2kxeX0gt7XftKF_6R4pnm0xnMTpfDwdJmm801LEspS-BKr1UgbPlhBoveTINa2FV8aDrKCqFAjOSl4KFbSRUAtAbmitpfesR_B8-7PehF8Xyqb5bB2COylw_xS4o4JTjgw7M7t98_Ud2sMZq8L2sPebauV3h7BvHQdGtdGOK4dUsj8X2lss
ContentType Book Chapter
Copyright Copyright © 2010 John Wiley & Sons, Inc.
Copyright_xml – notice: Copyright © 2010 John Wiley & Sons, Inc.
DBID FFUUA
DEWEY 621.382/23
DOI 10.1002/9780470608593.ch5
DatabaseName ProQuest Ebook Central - Book Chapters - Demo use only
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISBN 1118211219
9781118211212
9780470608593
0470608595
EndPage 151
ExternalDocumentID 10.1002/9780470608593.ch5
EBC4032898_47_126
Genre chapter
GroupedDBID 089
20A
3W9
3X9
3XM
5VX
69Y
92K
A4I
A4J
AABBV
AALIM
AARDG
ABARN
ABBFG
ABIAV
ABQPQ
ABQPW
ACGYG
ACLGV
ACNUM
ADVEM
AERYV
AFOJC
AHWGJ
AIMYK
AJFER
AKHYG
AKQZE
ALMA_UNASSIGNED_HOLDINGS
AMYDA
AZZ
BBABE
CZZ
FFUUA
GEOUK
HF4
IPJKO
IVR
J-X
JFSCD
JJU
KJBCJ
LQKAK
MYL
PQQKQ
UZ6
W1A
WIIVT
YPLAZ
ZEEST
ID FETCH-LOGICAL-p865-6b6ab0288d6ea3d0e2fd41482f5a79a06c0cc70543b4b57e8960f501492f86aa3
ISBN 9780470447536
0470447532
IngestDate Sat Nov 15 22:28:44 EST 2025
Tue Oct 21 01:53:41 EDT 2025
IsPeerReviewed false
IsScholarly false
LCCallNum TK5102.5
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-p865-6b6ab0288d6ea3d0e2fd41482f5a79a06c0cc70543b4b57e8960f501492f86aa3
OCLC 927505983
PQID EBC4032898_47_126
PageCount 28
ParticipantIDs wiley_ebooks_10_1002_9780470608593_ch5_ch5
proquest_ebookcentralchapters_4032898_47_126
PublicationCentury 2000
PublicationDate 2011
2010-02-12
PublicationDateYYYYMMDD 2011-01-01
2010-02-12
PublicationDate_xml – year: 2011
  text: 2011
PublicationDecade 2010
PublicationPlace United States
PublicationPlace_xml – name: United States
– name: Hoboken, NJ, USA
PublicationSeriesTitle Adaptive and Learning Systems for Signal Processing, Communication, and Control
PublicationSubtitle A Comprehensive Introduction
PublicationTitle Kernel Adaptive Filtering
PublicationYear 2011
2010
Publisher Wiley
John Wiley & Sons, Inc
Publisher_xml – name: Wiley
– name: John Wiley & Sons, Inc
SSID ssib057876025
ssib017707686
ssj0000421539
Score 1.3709419
Snippet This chapter contains sections titled: Extended Recursive Least Squares Algorithm Exponentially Weighted Extended Recursive Least Squares Algorithm Extended...
SourceID wiley
proquest
SourceType Publisher
StartPage 124
SubjectTerms ELECTRONICS & COMMUNICATIONS ENGINEERING
extended kernel recursive least‐squares algorithm
kernel recursive least‐squares algorithm (KRLS) ‐ implementing state space models
state noise, framework to study random walk state‐space model in RKHS
Title EXTENDED KERNEL RECURSIVE LEAST-SQUARES ALGORITHM
URI http://ebookcentral.proquest.com/lib/SITE_ID/reader.action?docID=4032898&ppg=126
https://onlinelibrary.wiley.com/doi/abs/10.1002/9780470608593.ch5
Volume 57
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3LbtNAFB2lgQWw4SlaHvKCFcHF8WPGXrCoQguoUUEkoO6sGXvcWGrdYCdV2fEJfFy_oF_CvfNwYiIhdcEiVuRYo5k5ztyZe889l5BXPPPACmaFKyiWMAMT43J4sVww5iKjPkuEklL6PmZHR_HxcfKl17uyuTAXp6yq4svLZP5foYZ7ADamzt4A7rZRuAHfAXS4Auxw_WtH3PW9KtQPZV1JmPSczxUn6KDEaLhJat5T__5azgxp_ROy1HMtH9sSc8qlot3JspDGqOHCqQPq79Evb5zujQ6xD0a7q0Xsp6ntNSnPbIuW6add7QPTv6_o5Vd9GGPtoJZxMfmxxHyowd7pyXldLmZ6aDhtsnnXDgp9_WPr0jGS64ouOSlPcHNtkh9MtZZOCowlq440Q3_d54HheqzAsrJHm6SiLnNUn469kHmoZxisr9BDnbJtjP1Qq91u2BGtS2vaoEoUbjebRSuj2VIZ__H0FtmCzXWf3Pqw__nbYev5g2USzEyi5BFMB30rBWU7bOPvnv92o9nOWWj9RKW2RNP75B6myTiYvwIdfUB6snpI7q7JWz4igYXd0bA7LeyOgv36128DuNMC_phMD_ano4-uKdLhzmMauVRQLmCPGudU8iD3pF_kIWrLFhFnCfdo5mUZg3NBIEIRMRnDibnAWHbiFzHlPHhC-tV5JZ8Sh4eF4EGUw08cmgjjggaFr6prDZnwxDZ5Y8edKiaBoS9neqBNGqI2ZBKnIUuHPt0mr9Xc6GebVOtz-2lnPlOYT_zs3OThZ-TO6qV8TvqLeilfkNvZxaJs6pcG7j8F0Yj6
linkProvider ProQuest Ebooks
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=bookitem&rft.title=Kernel+Adaptive+Filtering%3A+A+Comprehensive+Introduction&rft.au=Liu%2C+Weifeng&rft.au=Pr%C3%ADncipe%2C+Jos%C3%A9+C.&rft.au=Haykin%2C+Simon&rft.atitle=Extended+Kernel+Recursive+Least%E2%80%90Squares+Algorithm&rft.series=Adaptive+and+Learning+Systems+for+Signal+Processing%2C+Communication%2C+and+Control&rft.date=2010-02-12&rft.pub=John+Wiley+%26+Sons%2C+Inc&rft.isbn=9780470447536&rft.spage=124&rft.epage=151&rft_id=info:doi/10.1002%2F9780470608593.ch5&rft.externalDocID=10.1002%2F9780470608593.ch5
thumbnail_s http://cvtisr.summon.serialssolutions.com/2.0.0/image/custom?url=https%3A%2F%2Febookcentral.proquest.com%2Fcovers%2F4032898-l.jpg