Publication:
An extended family of bounded component analysis algorithms

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dc.conference.dateNOV 02-05, 2014
dc.conference.locationPacific Grove, CA
dc.conference.organizer48h Asilomar Conference on Signals, Systems and Computers
dc.contributor.departmentDepartment of Electrical and Electronics Engineering
dc.contributor.facultymemberYes
dc.contributor.kuauthorErdoğan, Alper Tunga
dc.contributor.kuauthorİnan, Hüseyin Atahan
dc.contributor.schoolcollegeinstituteCollege of Engineering
dc.date.accessioned2024-11-10T00:10:56Z
dc.date.issued2015
dc.description.abstractBounded Component Analysis (BCA) is a recent concept proposed as an alternative method for Blind Source Separation problem. BCA enables the separation of dependent as well as independent sources from their mixtures under the practical assumption on source boundedness. This article extends the optimization setting of a recent BCA approach which can be used to produce a variety of BCA algorithms. The article also provides examples of objective functions and the corresponding iterative algorithms. The numerical examples illustrate the advantages of proposed BCA examples regarding the correlated source separation capability over the state of the art ICA based approaches. 1 © 2014 IEEE.
dc.description.fulltextNo
dc.description.harvestedfromManual
dc.description.indexedbyWOS
dc.description.indexedbyScopus
dc.description.openaccessYES
dc.description.peerreviewstatusN/A
dc.description.publisherscopeInternational
dc.description.readpublishN/A
dc.description.sponsoredbyTubitakEuTÜBİTAK
dc.description.studentonlypublicationNo
dc.description.studentpublicationYes
dc.description.versionN/A
dc.identifier.WoSQuartileN/A
dc.identifier.doi10.1109/ACSSC.2014.7094481
dc.identifier.embargoN/A
dc.identifier.endpage445
dc.identifier.grantno112E057
dc.identifier.isbn9781479982974
dc.identifier.issn1058-6393
dc.identifier.scopus2-s2.0-84940468452
dc.identifier.startpage442
dc.identifier.urihttps://doi.org/10.1109/ACSSC.2014.7094481
dc.identifier.urihttps://hdl.handle.net/20.500.14288/17379
dc.identifier.wos000370964900079
dc.keywordsBlind source separation
dc.keywordsBounded component analysis
dc.keywordsDependent component analysis
dc.keywordsIndependent component analysis
dc.keywordsIterative methods
dc.keywordsBoundedness
dc.keywordsCorrelated sources
dc.keywordsIndependent sources
dc.keywordsIterative algorithm
dc.keywordsObjective functions
dc.keywordsState of the art
dc.keywordsBlind source separation
dc.language.isoeng
dc.publisherIEEE
dc.relation.affiliationKoç University
dc.relation.collectionKoç University Institutional Repository
dc.relation.ispartofConference Record - Asilomar Conference on Signals, Systems and Computers
dc.relation.openaccessN/A
dc.rightsN/A
dc.subjectEngineering
dc.subjectElectrical electronics engineering
dc.titleAn extended family of bounded component analysis algorithms
dc.typeConference Proceeding
dspace.entity.typePublication
local.contributor.kuauthorErdoğan, Alper Tunga
local.contributor.kuauthorİnan, Hüseyin Atahan
relation.isOrgUnitOfPublication21598063-a7c5-420d-91ba-0cc9b2db0ea0
relation.isOrgUnitOfPublication.latestForDiscovery21598063-a7c5-420d-91ba-0cc9b2db0ea0
relation.isParentOrgUnitOfPublication8e756b23-2d4a-4ce8-b1b3-62c794a8c164
relation.isParentOrgUnitOfPublication.latestForDiscovery8e756b23-2d4a-4ce8-b1b3-62c794a8c164

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