Please use this identifier to cite or link to this item: https://hdl.handle.net/11499/9988
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dc.contributor.authorBeyhan, Selami.-
dc.contributor.authorDilmen, Erdem-
dc.date.accessioned2019-08-16T13:08:50Z
dc.date.available2019-08-16T13:08:50Z
dc.date.issued2015-
dc.identifier.isbn10987584 (ISSN)-
dc.identifier.isbn9781467374286-
dc.identifier.urihttps://hdl.handle.net/11499/9988-
dc.identifier.urihttps://doi.org/10.1109/FUZZ-IEEE.2015.7337890-
dc.description.abstractIn this paper, a recently introduced nonlinear gradient-based observer [1] has been adopted for Takagi-Sugeno (TS) fuzzy systems. The designed observer is especially aimed to estimate the unmeasurable states of the TS fuzzy systems where the LMI solution is not feasible to find the observer gains. The estimation of gradient observer is evaluated based on the Levenberg-Marquardt direction where the local convergence property is guaranteed using Lyapunov function approach. The numerical simulations present accurate estimation results for TS fuzzy nonlinear systems including a comparison with the conventional Extended Kalman Filter (EKF) yielding acceptable results. © 2015 IEEE.en_US
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectExtended Kalman filtersen_US
dc.subjectFuzzy systemsen_US
dc.subjectLyapunov functionsen_US
dc.subjectAccurate estimationen_US
dc.subjectGradient baseden_US
dc.subjectLevenberg-Marquardten_US
dc.subjectLmi solutionsen_US
dc.subjectLocal Convergenceen_US
dc.subjectLyapunov function approachesen_US
dc.subjectT S fuzzy systemen_US
dc.subjectTakagi Sugeno fuzzy systemsen_US
dc.subjectFuzzy filtersen_US
dc.titleGradient-based Takagi-Sugeno fuzzy local observeren_US
dc.typeConference Objecten_US
dc.identifier.volume2015-Novemberen_US
dc.identifier.doi10.1109/FUZZ-IEEE.2015.7337890-
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.identifier.scopus2-s2.0-84975782071en_US
dc.identifier.wosWOS:000370288300091en_US
dc.ownerPamukkale University-
item.cerifentitytypePublications-
item.languageiso639-1en-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.fulltextNo Fulltext-
item.openairetypeConference Object-
item.grantfulltextnone-
crisitem.author.dept20.04. Mechatronics Engineering-
Appears in Collections:Mühendislik Fakültesi Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
Teknoloji Fakültesi Koleksiyonu
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection
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