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Conference Paper: Transform domain adaptive Volterra filter algorithm based onconstrained optimization

TitleTransform domain adaptive Volterra filter algorithm based onconstrained optimization
Authors
KeywordsElectronics
Issue Date1999
PublisherIEEE.
Citation
Proceedings of the 1999 IEEE International Symposium on Circuits and Systems (ISCAS'99), Orlanda, FL., 30 May-2 June 1999. In IEEE International Symposium on Circuits and Systems Proceedings, 1999, v. 3, p. 219-222 How to Cite?
AbstractIn this paper, a transform domain normalised partially decoupled LMS (TP-LMS) algorithm is proposed based on the partially decoupled transform domain Volterra filter. It is formulated by applying an orthogonal transform to the first order of the partially decoupled Volterra filter, in which the filter weights of a given order are optimised independently of those in the higher order. This approach results in solving the minimum mean square error (MSE) filtering problem as a series of constrained optimisation problems and the modular structure order by order. Simulation of a system identification application indicates TP-LMS algorithms provide a trade-off between convergence speed and computational complexity.
Persistent Identifierhttp://hdl.handle.net/10722/46116
ISSN

 

DC FieldValueLanguage
dc.contributor.authorZou, Yen_HK
dc.contributor.authorChan, SCen_HK
dc.contributor.authorNg, TSen_HK
dc.date.accessioned2007-10-30T06:42:53Z-
dc.date.available2007-10-30T06:42:53Z-
dc.date.issued1999en_HK
dc.identifier.citationProceedings of the 1999 IEEE International Symposium on Circuits and Systems (ISCAS'99), Orlanda, FL., 30 May-2 June 1999. In IEEE International Symposium on Circuits and Systems Proceedings, 1999, v. 3, p. 219-222en_HK
dc.identifier.issn0271-4302en_HK
dc.identifier.urihttp://hdl.handle.net/10722/46116-
dc.description.abstractIn this paper, a transform domain normalised partially decoupled LMS (TP-LMS) algorithm is proposed based on the partially decoupled transform domain Volterra filter. It is formulated by applying an orthogonal transform to the first order of the partially decoupled Volterra filter, in which the filter weights of a given order are optimised independently of those in the higher order. This approach results in solving the minimum mean square error (MSE) filtering problem as a series of constrained optimisation problems and the modular structure order by order. Simulation of a system identification application indicates TP-LMS algorithms provide a trade-off between convergence speed and computational complexity.en_HK
dc.languageengen_HK
dc.publisherIEEE.en_HK
dc.relation.ispartofIEEE International Symposium on Circuits and Systems Proceedings-
dc.rights©1999 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.en_HK
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.subjectElectronicsen_HK
dc.titleTransform domain adaptive Volterra filter algorithm based onconstrained optimizationen_HK
dc.typeConference_Paperen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=0271-4302&volume=3&spage=219&epage=222&date=1999&atitle=Transform+domain+adaptive+Volterra+filter+algorithm+based+onconstrained+optimizationen_HK
dc.description.naturepublished_or_final_versionen_HK
dc.identifier.doi10.1109/ISCAS.1999.778824en_HK
dc.identifier.hkuros45100-
dc.identifier.volume3-
dc.identifier.spage219-
dc.identifier.epage222-

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