Membership Function-Dependent Local Controller Design for T-S Fuzzy Systems
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Xie, Wen-Bo | - |
dc.contributor.author | Zheng, Hua | - |
dc.contributor.author | Li, Ming-Yang | - |
dc.contributor.author | Ahn, Choon Ki | - |
dc.date.accessioned | 2022-03-14T08:41:42Z | - |
dc.date.available | 2022-03-14T08:41:42Z | - |
dc.date.created | 2022-03-14 | - |
dc.date.issued | 2022-02 | - |
dc.identifier.issn | 2168-2216 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/138926 | - |
dc.description.abstract | For the conservatism issue of state-feedback control for Takagi-Sugeno (T-S) fuzzy systems, a novel local controller design method and stability analysis approach are proposed in this article. First, based on a membership function piecewise linearization technique, a local linear controller is proposed to form a closed-loop system. Then, a series of system stability conditions are derived using quadratic and piecewise function approaches. Further, with a designed fuzzy local controller and fuzzy Lyapunov function, less conservative stability conditions are obtained. Finally, a simulation example is adopted to make comparisons with existing and proposed methods. The results clearly show the conservatism reduction and excellent performance of the proposed approach. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.subject | STABILITY ANALYSIS | - |
dc.subject | QUADRATIC-STABILITY | - |
dc.subject | RELAXED STABILITY | - |
dc.subject | LYAPUNOV FUNCTION | - |
dc.subject | STABILIZATION | - |
dc.subject | MODEL | - |
dc.subject | OBSERVER | - |
dc.subject | OPTIMIZATION | - |
dc.subject | LMI | - |
dc.title | Membership Function-Dependent Local Controller Design for T-S Fuzzy Systems | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Ahn, Choon Ki | - |
dc.identifier.doi | 10.1109/TSMC.2020.3011041 | - |
dc.identifier.scopusid | 2-s2.0-85099529701 | - |
dc.identifier.wosid | 000742732900019 | - |
dc.identifier.bibliographicCitation | IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, v.52, no.2, pp.814 - 821 | - |
dc.relation.isPartOf | IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | - |
dc.citation.title | IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | - |
dc.citation.volume | 52 | - |
dc.citation.number | 2 | - |
dc.citation.startPage | 814 | - |
dc.citation.endPage | 821 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Automation & Control Systems | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalWebOfScienceCategory | Automation & Control Systems | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Cybernetics | - |
dc.subject.keywordPlus | STABILITY ANALYSIS | - |
dc.subject.keywordPlus | QUADRATIC-STABILITY | - |
dc.subject.keywordPlus | RELAXED STABILITY | - |
dc.subject.keywordPlus | LYAPUNOV FUNCTION | - |
dc.subject.keywordPlus | STABILIZATION | - |
dc.subject.keywordPlus | MODEL | - |
dc.subject.keywordPlus | OBSERVER | - |
dc.subject.keywordPlus | OPTIMIZATION | - |
dc.subject.keywordPlus | LMI | - |
dc.subject.keywordAuthor | Stability analysis | - |
dc.subject.keywordAuthor | Lyapunov methods | - |
dc.subject.keywordAuthor | Fuzzy systems | - |
dc.subject.keywordAuthor | Closed loop systems | - |
dc.subject.keywordAuthor | Automation | - |
dc.subject.keywordAuthor | Piecewise linear approximation | - |
dc.subject.keywordAuthor | Cybernetics | - |
dc.subject.keywordAuthor | Conservatism | - |
dc.subject.keywordAuthor | membership function (MF) | - |
dc.subject.keywordAuthor | state feedback | - |
dc.subject.keywordAuthor | Takagi-Sugeno (T-S) fuzzy system | - |
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