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题名Adaptive Event-Triggered Fuzzy H∞Filter Design for Nonlinear Networked Systems
作者
发表日期2020
发表期刊IEEE Transactions on Fuzzy Systems
ISSN/eISSN1063-6706
卷号28期号:12页码:3302-3314
摘要

This article studies the problem of the fuzzy H∞ filter design for nonlinear networked control systems through event-triggered communication (ETC) scheme. First, a novel adaptive ETC scheme is given to determine whether the sampled measurement output should be released to communication network or not. Consequently, less communication resources are occupied under the desired H∞ performance. Second, augmented fuzzy line-integral Lyapunov function is introduced in the H∞ performance analysis of filter error systems, such that the information of time derivative of membership functions are fully considered to reduce the conservativeness of networked fuzzy filter design. Different from the existing results, the upper bounds of time derivative of membership functions need not to be known prior. Third, the resulting filter error system is modeled as time-delay system under ETC mechanism and asynchronous premise in a unified framework. As a result, applying Lyapunov theory and inequality technique, new sufficient condition is obtained to meet the H∞ performance for the filter error systems. Further, the corresponding filter and event-triggering parameters are codesigned and solved by a set of linear matrix inequalities. Finally, two examples are offered to demonstrate the advantage of the proposed method. © 1993-2012 IEEE.

关键词Adaptive event-triggered scheme filter design fuzzy line-integral Lyapunov function nonlinear networked system
DOI10.1109/TFUZZ.2019.2949764
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收录类别SCIE
语种英语English
WOS研究方向Computer Science ; Engineering
WOS类目Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS记录号WOS:000595527100022
引用统计
被引频次:37[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/4963
专题个人在本单位外知识产出
通讯作者Lin, Chong
作者单位
1.Institute of Complexity Science, Qingdao University, Qingdao, 266071, China
2.Institute for Intelligent Systems, University of Johannesburg, Johannesburg, 524, South Africa
3.School of Automation, Beijing Institute of Technology, Beijing, 100081, China
推荐引用方式
GB/T 7714
Zhao, Xin,Lin, Chong,Chen, Binget al. Adaptive Event-Triggered Fuzzy H∞Filter Design for Nonlinear Networked Systems[J]. IEEE Transactions on Fuzzy Systems, 2020, 28(12): 3302-3314.
APA Zhao, Xin, Lin, Chong, Chen, Bing, Wang, Qingguo, & Ma, Zhongjing. (2020). Adaptive Event-Triggered Fuzzy H∞Filter Design for Nonlinear Networked Systems. IEEE Transactions on Fuzzy Systems, 28(12), 3302-3314.
MLA Zhao, Xin,et al."Adaptive Event-Triggered Fuzzy H∞Filter Design for Nonlinear Networked Systems". IEEE Transactions on Fuzzy Systems 28.12(2020): 3302-3314.
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