发表状态 | 已发表Published |
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
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ISSN/eISSN | 1063-6706 |
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 |
DOI | 10.1109/TFUZZ.2019.2949764 |
URL | 查看来源 |
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 | |
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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