Please use this identifier to cite or link to this item: http://hdl.handle.net/2440/110592
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dc.contributor.authorYin, Y.en
dc.contributor.authorShi, P.en
dc.contributor.authorLiu, F.en
dc.contributor.authorTeo, K.en
dc.contributor.authorLim, C.-.C.en
dc.date.issued2015en
dc.identifier.citationIEEE Transactions on Cybernetics, 2015; 45(9):1706-1716en
dc.identifier.issn2168-2267en
dc.identifier.issn2168-2275en
dc.identifier.urihttp://hdl.handle.net/2440/110592-
dc.description.abstractThis paper addresses the problem of robust fuzzy L₂ - L∞ filtering for a class of uncertain nonlinear discrete-time Markov jump systems (MJSs) with nonhomogeneous jump processes. The Takagi-Sugeno fuzzy model is employed to represent such nonlinear nonhomogeneous MJS with norm-bounded parameter uncertainties. In order to decrease conservation, a polytope Lyapunov function which evolves as a convex function is employed, and then, under the designed mode-dependent and variation-dependent fuzzy filter which includes the membership functions, a sufficient condition is presented to ensure that the filtering error dynamic system is stochastically stable and that it has a prescribed L₂ - L∞ performance index. Two simulated examples are given to demonstrate the effectiveness and advantages of the proposed techniques.en
dc.description.statementofresponsibilityYanyan Yin, Peng Shi, Fei Liu, Kok Lay Teo and Cheng-Chew Limen
dc.language.isoenen
dc.publisherIEEEen
dc.rights© 2014 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information.en
dc.subjectFuzzy L2 − L∞ filtering; Markov jump system (MJS); nonhomogeneous processes; uncertain nonlinear systemen
dc.titleRobust filtering for nonlinear nonhomogeneous Markov jump systems by fuzzy approximation approachen
dc.typeJournal articleen
dc.identifier.rmid0030022735en
dc.identifier.doi10.1109/TCYB.2014.2358680en
dc.relation.granthttp://purl.org/au-research/grants/arc/DP140102180en
dc.relation.granthttp://purl.org/au-research/grants/arc/LP140100471en
dc.identifier.pubid173443-
pubs.library.collectionElectrical and Electronic Engineering publicationsen
pubs.library.teamDS14en
pubs.verification-statusVerifieden
pubs.publication-statusPublisheden
dc.identifier.orcidShi, P. [0000-0001-8218-586X]en
dc.identifier.orcidLim, C.-.C. [0000-0002-2463-9760]en
Appears in Collections:Electrical and Electronic Engineering publications

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