KMS Of Academy of mathematics and systems sciences, CAS
| 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
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| 2018-08-01 | |
| Source Publication | IEEE TRANSACTIONS ON FUZZY SYSTEMS
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| ISSN | 1063-6706 |
| Volume | 26Issue:4Pages:2089-2098 |
| Abstract | In 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. |
| Keyword | Asynchronous constraints dissipative filtering event triggering Takagi-Sugeno (T-S) fuzzy systems |
| DOI | 10.1109/TFUZZ.2017.2762633 |
| Language | 英语 |
| Funding Project | National Research Foundation of Korea (NRF) - Ministry of Education[NRF-2017R1A2B2004671] |
| WOS Research Area | Computer Science ; Engineering |
| WOS Subject | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
| WOS ID | WOS:000440798300027 |
| Publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.amss.ac.cn/handle/2S8OKBNM/30771 |
| Collection | 系统科学研究所 |
| Corresponding Author | Park, Ju H. |
| Affiliation | 1.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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