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Article: Robust fault detection of Markovian jump systems

TitleRobust fault detection of Markovian jump systems
Authors
KeywordsFault Detection
Filter
Lmi
Markovian Jump System
Residual Evaluation
Issue Date2004
PublisherBirkhaeuser Boston. The Journal's web site is located at http://link.springer.de/link/service/journals/00034/
Citation
Circuits, Systems, And Signal Processing, 2004, v. 23 n. 5, p. 387-407 How to Cite?
AbstractThis paper deals with the problem of observer-based robust fault detection for both continuous- and discrete-time linear Markovian jump systems with an unknown input. By using a fault detection filter as residual generator and a proposed performance index as objective function, the robust fault detection filter design is formulated as an optimization problem. A sufficient condition to solve this problem is established in terms of the feasibility of certain matrix inequalities, which can be solved via iterative linear matrix inequality (LMI) algorithms. The residual evaluation problem is also considered. A numerical example is given to illustrate the effectiveness of the proposed techniques. © Birkhäuser Boston (2004).
Persistent Identifierhttp://hdl.handle.net/10722/156990
ISSN
2015 Impact Factor: 1.178
2015 SCImago Journal Rankings: 0.571
References

 

DC FieldValueLanguage
dc.contributor.authorZhong, Men_US
dc.contributor.authorLam, Jen_US
dc.contributor.authorDing, SXen_US
dc.contributor.authorShi, Pen_US
dc.date.accessioned2012-08-08T08:44:51Z-
dc.date.available2012-08-08T08:44:51Z-
dc.date.issued2004en_US
dc.identifier.citationCircuits, Systems, And Signal Processing, 2004, v. 23 n. 5, p. 387-407en_US
dc.identifier.issn0278-081Xen_US
dc.identifier.urihttp://hdl.handle.net/10722/156990-
dc.description.abstractThis paper deals with the problem of observer-based robust fault detection for both continuous- and discrete-time linear Markovian jump systems with an unknown input. By using a fault detection filter as residual generator and a proposed performance index as objective function, the robust fault detection filter design is formulated as an optimization problem. A sufficient condition to solve this problem is established in terms of the feasibility of certain matrix inequalities, which can be solved via iterative linear matrix inequality (LMI) algorithms. The residual evaluation problem is also considered. A numerical example is given to illustrate the effectiveness of the proposed techniques. © Birkhäuser Boston (2004).en_US
dc.languageengen_US
dc.publisherBirkhaeuser Boston. The Journal's web site is located at http://link.springer.de/link/service/journals/00034/en_US
dc.relation.ispartofCircuits, Systems, and Signal Processingen_US
dc.subjectFault Detectionen_US
dc.subjectFilteren_US
dc.subjectLmien_US
dc.subjectMarkovian Jump Systemen_US
dc.subjectResidual Evaluationen_US
dc.titleRobust fault detection of Markovian jump systemsen_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.doi10.1007/s00034-004-3081-4en_US
dc.identifier.scopuseid_2-s2.0-5744248764en_US
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-5744248764&selection=ref&src=s&origin=recordpageen_US
dc.identifier.volume23en_US
dc.identifier.issue5en_US
dc.identifier.spage387en_US
dc.identifier.epage407en_US
dc.publisher.placeUnited Statesen_US
dc.identifier.scopusauthoridZhong, M=7102458823en_US
dc.identifier.scopusauthoridLam, J=7201973414en_US
dc.identifier.scopusauthoridDing, SX=7401542701en_US
dc.identifier.scopusauthoridShi, P=7202160972en_US

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