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Event-Based Reliable Dissipative Filtering for T-S Fuzzy Systems With Asynchronous Constraints
Liu, Yajuan1,2; Guo, Bao-Zhu3,4; Park, Ju H.2; Lee, Sangmoon5
2018-08-01
Source PublicationIEEE TRANSACTIONS ON FUZZY SYSTEMS
ISSN1063-6706
Volume26Issue:4Pages:2089-2098
AbstractIn this paper, event-triggered reliable dissipative filtering is investigated for a class of Takagi-Suleno (T-S) fuzzy systems. First, a reliable event-triggered communication scheme is introduced to release sampled measurement outputs only if the variation of the sampled vector exceeds a prescribed threshold condition. Second, an asynchronous premise reconstruct method for T-S fuzzy systems is presented, which relaxes the assumption of the prior work that the premises of the plant and the filter are synchronous. Third, the resulting filtering error system is modeled under consideration of event-triggered communication, sensor failure, and asynchronous premise in a unified framework. By adopting the Lyapunov functional method and integral inequality approach, a delay-dependent criterion is developed to guarantee asymptotic stability for the filtering error systems and achieve strict (Q, S, R) - alpha dissipativity. Consequently, suitable filters and the event parameters can be derived by solving a set of linear matrix inequalities. Finally, an example is given to show the effectiveness of the proposed method.
KeywordAsynchronous constraints dissipative filtering event triggering Takagi-Sugeno (T-S) fuzzy systems
DOI10.1109/TFUZZ.2017.2762633
Language英语
Funding ProjectNational Research Foundation of Korea (NRF) - Ministry of Education[NRF-2017R1A2B2004671]
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS IDWOS:000440798300027
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
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Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/30771
Collection系统科学研究所
Affiliation1.North China Elect Power Univ, Sch Control & Comp Engn, Beijing 102206, Peoples R China
2.Yeungnam Univ, Dept Elect Engn, Kyongsan 38541, South Korea
3.Acad Sinica, Acad Math & Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China
4.Univ Witwatersrand, Sch Computat & Appl Math, ZA-2050 Johannesburg, South Africa
5.Kyungpook Natl Univ, Dept Elect Engn, Daegu 41566, South Korea
Recommended Citation
GB/T 7714
Liu, Yajuan,Guo, Bao-Zhu,Park, Ju H.,et al. Event-Based Reliable Dissipative Filtering for T-S Fuzzy Systems With Asynchronous Constraints[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS,2018,26(4):2089-2098.
APA Liu, Yajuan,Guo, Bao-Zhu,Park, Ju H.,&Lee, Sangmoon.(2018).Event-Based Reliable Dissipative Filtering for T-S Fuzzy Systems With Asynchronous Constraints.IEEE TRANSACTIONS ON FUZZY SYSTEMS,26(4),2089-2098.
MLA Liu, Yajuan,et al."Event-Based Reliable Dissipative Filtering for T-S Fuzzy Systems With Asynchronous Constraints".IEEE TRANSACTIONS ON FUZZY SYSTEMS 26.4(2018):2089-2098.
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