Event-Based Reliable Dissipative Filtering for T-S Fuzzy Systems With Asynchronous Constraints

doi:10.1109/TFUZZ.2017.2762633

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	Event-Based Reliable Dissipative Filtering for T-S Fuzzy Systems With Asynchronous Constraints
	Liu, Yajuan 1,2; Guo, Bao-Zhu3,4 ; Park, Ju H.2; Lee, Sangmoon 5
	2018-08-01
发表期刊	IEEE TRANSACTIONS ON FUZZY SYSTEMS
ISSN	1063-6706
卷号	26 期号:4 页码:2089-2098
摘要	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.
关键词	Asynchronous constraints dissipative filtering event triggering Takagi-Sugeno (T-S) fuzzy systems
DOI	10.1109/TFUZZ.2017.2762633
语种	英语
资助项目	National Research Foundation of Korea (NRF) - Ministry of Education[NRF-2017R1A2B2004671]
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS记录号	WOS:000440798300027
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/30771
专题	系统科学研究所
通讯作者	Park, Ju H.
作者单位	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
推荐引用方式 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.