DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lee, CH | - |
dc.contributor.author | Park, P | - |
dc.date.accessioned | 2016-03-31T08:58:14Z | - |
dc.date.available | 2016-03-31T08:58:14Z | - |
dc.date.created | 2012-08-10 | - |
dc.date.issued | 2012-07 | - |
dc.identifier.issn | 1070-9908 | - |
dc.identifier.other | 2012-OAK-0000025708 | - |
dc.identifier.uri | https://oasis.postech.ac.kr/handle/2014.oak/16396 | - |
dc.description.abstract | This letter describes how to set up the step size of the affine projection algorithm (APA) based on mean-square deviation analysis. The analysis considers the cross-correlation between the current weight error vector and the prior measurement noises associated with the reused inputs vectors for better prediction of the learning behavior of the APA. With the predetermined step size based on the analysis, the proposed approach eliminates the parameter-tuning process and the derived algorithm achieves both the fast convergence rate and the low steady-state error. Simulation results show that the proposed algorithm performs better than previous algorithms. | - |
dc.description.statementofresponsibility | X | - |
dc.language | English | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.relation.isPartOf | IEEE SIGNAL PROCESSING LETTERS | - |
dc.subject | Adaptive filters | - |
dc.subject | affine projection algorithm (APA) | - |
dc.subject | mean-square deviation (MSD) | - |
dc.subject | optimal step size | - |
dc.subject | NLMS | - |
dc.title | Optimal Step-Size Affine Projection Algorithm | - |
dc.type | Article | - |
dc.contributor.college | 정보전자융합공학부 | - |
dc.identifier.doi | 10.1109/LSP.2012.2195311 | - |
dc.author.google | Lee, CH | - |
dc.author.google | Park, P | - |
dc.relation.volume | 19 | - |
dc.relation.issue | 7 | - |
dc.relation.startpage | 431 | - |
dc.relation.lastpage | 434 | - |
dc.contributor.id | 10055004 | - |
dc.relation.journal | IEEE SIGNAL PROCESSING LETTERS | - |
dc.relation.index | SCI급, SCOPUS 등재논문 | - |
dc.relation.sci | SCIE | - |
dc.collections.name | Journal Papers | - |
dc.type.rims | ART | - |
dc.identifier.bibliographicCitation | IEEE SIGNAL PROCESSING LETTERS, v.19, no.7, pp.431 - 434 | - |
dc.identifier.wosid | 000305153300002 | - |
dc.date.tcdate | 2019-01-01 | - |
dc.citation.endPage | 434 | - |
dc.citation.number | 7 | - |
dc.citation.startPage | 431 | - |
dc.citation.title | IEEE SIGNAL PROCESSING LETTERS | - |
dc.citation.volume | 19 | - |
dc.contributor.affiliatedAuthor | Park, P | - |
dc.identifier.scopusid | 2-s2.0-84862134917 | - |
dc.description.journalClass | 1 | - |
dc.description.journalClass | 1 | - |
dc.description.wostc | 17 | - |
dc.description.scptc | 19 | * |
dc.date.scptcdate | 2018-05-121 | * |
dc.type.docType | Article | - |
dc.subject.keywordAuthor | Adaptive filters | - |
dc.subject.keywordAuthor | affine projection algorithm (APA) | - |
dc.subject.keywordAuthor | mean-square deviation (MSD) | - |
dc.subject.keywordAuthor | optimal step size | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Engineering | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.
library@postech.ac.kr Tel: 054-279-2548
Copyrights © by 2017 Pohang University of Science ad Technology All right reserved.