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Improved FastICA algorithm using a sixth-order Newton's method

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dc.contributor.authorKim, Keun Jun-
dc.contributor.authorZhang, S.-
dc.contributor.authorNam, Sang Won-
dc.date.accessioned2022-12-20T21:45:20Z-
dc.date.available2022-12-20T21:45:20Z-
dc.date.issued2009-07-
dc.identifier.issn1349-2543-
dc.identifier.urihttps://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/176587-
dc.description.abstractIn this paper, an improved FastICA algorithm is proposed for blind source separation by using a sixth-order Newton's method for finding the solutions of the nonlinear equations much faster than other Newton-type iterative methods. In particular, the proposed method has comparable separation performance, fewer iterations, and faster convergence speed.-
dc.format.extent6-
dc.language영어-
dc.language.isoENG-
dc.publisherThe Institute of Electronics, Information and Communication Engineers (IEICE)-
dc.titleImproved FastICA algorithm using a sixth-order Newton's method-
dc.typeArticle-
dc.publisher.location일본-
dc.identifier.doi10.1587/elex.6.904-
dc.identifier.scopusid2-s2.0-69249107717-
dc.identifier.wosid000269942200003-
dc.identifier.bibliographicCitationIEICE Electronics Express, v.6, no.13, pp 904 - 909-
dc.citation.titleIEICE Electronics Express-
dc.citation.volume6-
dc.citation.number13-
dc.citation.startPage904-
dc.citation.endPage909-
dc.type.docTypeArticle-
dc.description.isOpenAccessN-
dc.description.journalRegisteredClassscie-
dc.description.journalRegisteredClassscopus-
dc.relation.journalResearchAreaEngineering-
dc.relation.journalWebOfScienceCategoryEngineering, Electrical & Electronic-
dc.subject.keywordPlusBlind source separation-
dc.subject.keywordPlusNewton-Raphson method-
dc.subject.keywordPlusNonlinear equations-
dc.subject.keywordPlusIndependent component analysis-
dc.subject.keywordPlusFaster convergence-
dc.subject.keywordPlusFastICA algorithm-
dc.subject.keywordPlusFastICA algorithms-
dc.subject.keywordPlusNewton's methods-
dc.subject.keywordPlusSeparation performance-
dc.subject.keywordPlusSixth-order Newton's method-
dc.subject.keywordAuthorindependent component analysis-
dc.subject.keywordAuthorFastICA algorithm-
dc.subject.keywordAuthorsixth-order Newton's method-
dc.identifier.urlhttps://www.jstage.jst.go.jp/article/elex/6/13/6_13_904/_article-
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