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Article: Exponential H∞ filter design for uncertain Takagi-Sugeno fuzzy systems with time delay

TitleExponential H∞ filter design for uncertain Takagi-Sugeno fuzzy systems with time delay
Authors
KeywordsFuzzy Systems
H∞ Filtering
Linear Matrix Inequality
Robust Filtering
Takagi-Sugeno Models
Time-Delay Systems
Uncertain Systems
Issue Date2004
PublisherElsevier Ltd. The Journal's web site is located at http://www.elsevier.com/locate/engappai
Citation
Engineering Applications Of Artificial Intelligence, 2004, v. 17 n. 6, p. 645-659 How to Cite?
AbstractThis paper considers the problem of robust H∞ filtering for state-space Takagi-Sugeno fuzzy systems with time delays and norm-bounded parameter uncertainties. The problem we address is the design of an exponentially stable filter ensuring an exponential stability and a prescribed H∞ performance of the filtering error system for all admissible uncertainties. In terms of certain linear matrix inequalities (LMIs), sufficient conditions for the solvability of this problem are obtained. When these LMIs are feasible, an explicit expression of a desired H ∞, filter is also given. Finally, a simulation example is provided to demonstrate the effectiveness and applicability of the proposed design approach. © 2004 Elsevier Ltd. All rights reserved.
Persistent Identifierhttp://hdl.handle.net/10722/156985
ISSN
2015 Impact Factor: 2.368
2015 SCImago Journal Rankings: 1.371
ISI Accession Number ID
References

 

DC FieldValueLanguage
dc.contributor.authorXu, Sen_US
dc.contributor.authorLam, Jen_US
dc.date.accessioned2012-08-08T08:44:49Z-
dc.date.available2012-08-08T08:44:49Z-
dc.date.issued2004en_US
dc.identifier.citationEngineering Applications Of Artificial Intelligence, 2004, v. 17 n. 6, p. 645-659en_US
dc.identifier.issn0952-1976en_US
dc.identifier.urihttp://hdl.handle.net/10722/156985-
dc.description.abstractThis paper considers the problem of robust H∞ filtering for state-space Takagi-Sugeno fuzzy systems with time delays and norm-bounded parameter uncertainties. The problem we address is the design of an exponentially stable filter ensuring an exponential stability and a prescribed H∞ performance of the filtering error system for all admissible uncertainties. In terms of certain linear matrix inequalities (LMIs), sufficient conditions for the solvability of this problem are obtained. When these LMIs are feasible, an explicit expression of a desired H ∞, filter is also given. Finally, a simulation example is provided to demonstrate the effectiveness and applicability of the proposed design approach. © 2004 Elsevier Ltd. All rights reserved.en_US
dc.languageengen_US
dc.publisherElsevier Ltd. The Journal's web site is located at http://www.elsevier.com/locate/engappaien_US
dc.relation.ispartofEngineering Applications of Artificial Intelligenceen_US
dc.subjectFuzzy Systemsen_US
dc.subjectH∞ Filteringen_US
dc.subjectLinear Matrix Inequalityen_US
dc.subjectRobust Filteringen_US
dc.subjectTakagi-Sugeno Modelsen_US
dc.subjectTime-Delay Systemsen_US
dc.subjectUncertain Systemsen_US
dc.titleExponential H∞ filter design for uncertain Takagi-Sugeno fuzzy systems with time delayen_US
dc.typeArticleen_US
dc.identifier.emailLam, J:james.lam@hku.hken_US
dc.identifier.authorityLam, J=rp00133en_US
dc.description.naturelink_to_subscribed_fulltexten_US
dc.identifier.doi10.1016/j.engappai.2004.08.012en_US
dc.identifier.scopuseid_2-s2.0-5444276416en_US
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-5444276416&selection=ref&src=s&origin=recordpageen_US
dc.identifier.volume17en_US
dc.identifier.issue6en_US
dc.identifier.spage645en_US
dc.identifier.epage659en_US
dc.identifier.isiWOS:000224909500008-
dc.publisher.placeUnited Kingdomen_US
dc.identifier.scopusauthoridXu, S=7404438591en_US
dc.identifier.scopusauthoridLam, J=7201973414en_US

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