Adaptive regularization matrix for affine projection algorithm
DC Field | Value | Language |
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dc.contributor.author | Choi, Young-Seok | - |
dc.contributor.author | Shin, Hyun-Chool | - |
dc.contributor.author | Song, Woo-Jin | - |
dc.date.available | 2018-05-10T16:33:29Z | - |
dc.date.created | 2018-04-17 | - |
dc.date.issued | 2007-12 | - |
dc.identifier.issn | 1549-7747 | - |
dc.identifier.uri | http://scholarworks.bwise.kr/ssu/handle/2018.sw.ssu/17723 | - |
dc.description.abstract | We propose an adaptive regularized affine projection algorithm (AR-APA) with a regularization matrix. Instead of the conventional fixed and weighted identity matrix for regularization, the proposed AR-APA incorporates a nonidentity regularization matrix which is dynamically updated. The adaptation of the regularization matrix is accomplished by the normalized stochastic gradient of mean-square error. Consequently, an efficient and robust APA is derived. Experimental results comparing the proposed AR-APA to the conventional algorithms clearly indicate its superior performance. | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.relation.isPartOf | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS | - |
dc.title | Adaptive regularization matrix for affine projection algorithm | - |
dc.type | Article | - |
dc.identifier.doi | 10.1109/TCSII.2007.906931 | - |
dc.type.rims | ART | - |
dc.identifier.bibliographicCitation | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, v.54, no.12, pp.1087 - 1091 | - |
dc.description.journalClass | 1 | - |
dc.identifier.wosid | 000251944900013 | - |
dc.identifier.scopusid | 2-s2.0-51849162187 | - |
dc.citation.endPage | 1091 | - |
dc.citation.number | 12 | - |
dc.citation.startPage | 1087 | - |
dc.citation.title | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS | - |
dc.citation.volume | 54 | - |
dc.contributor.affiliatedAuthor | Shin, Hyun-Chool | - |
dc.type.docType | Article; Proceedings Paper | - |
dc.subject.keywordAuthor | adaptive regularization matrix | - |
dc.subject.keywordAuthor | affine projection algorithms (APAs) | - |
dc.description.journalRegisteredClass | scopus | - |
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