Synchronous Membership Function Dependent Event-Triggered $\boldsymbol{H}_{\infty}$ Control of T-S Fuzzy Systems Under Network Communications

IF 15.3 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Bo-Lin Xu;Chen Peng;Wen-Bo Xie
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引用次数: 0

Abstract

Dear Editor, This letter deals with the controller synthesis problem of networked Takagi-Sugeno (T-S) fuzzy systems. Due to the introduction of network communications, the same premise is no longer shared by fuzzy plants and fuzzy controllers. This makes the classic parallel distribution compensation (PDC) control infeasible. To overcome this situation, a novel method for reconstructing the membership functions' grades is proposed, which synchronizes the time scales. Then, the membership function dependent method is adopted to introduce asynchronous errors and detailed membership function information. For the event-triggered control strategy, a series of robust $H_{\infty}$ stable conditions in LMI form are derived. Finally, a simulation of a practical system is used to demonstrate the method proposed in this letter can reduce conservatism.
基于同步隶属函数的事件触发$\boldsymbol{H}_{\infty}$网络通信条件下T-S模糊系统控制
这封信讨论的是网络化的Takagi-Sugeno (T-S)模糊系统的控制器综合问题。由于网络通信的引入,模糊植物和模糊控制器不再共享相同的前提。这使得经典的并联分布补偿(PDC)控制不可行。为了克服这种情况,提出了一种同步时间尺度的隶属函数等级重建方法。然后,采用依赖隶属函数的方法引入异步误差和详细的隶属函数信息;对于事件触发控制策略,导出了一系列LMI形式的稳健$H_{\infty}$稳定条件。最后,通过一个实际系统的仿真,验证了本文提出的方法可以降低保守性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Ieee-Caa Journal of Automatica Sinica
Ieee-Caa Journal of Automatica Sinica Engineering-Control and Systems Engineering
CiteScore
23.50
自引率
11.00%
发文量
880
期刊介绍: The IEEE/CAA Journal of Automatica Sinica is a reputable journal that publishes high-quality papers in English on original theoretical/experimental research and development in the field of automation. The journal covers a wide range of topics including automatic control, artificial intelligence and intelligent control, systems theory and engineering, pattern recognition and intelligent systems, automation engineering and applications, information processing and information systems, network-based automation, robotics, sensing and measurement, and navigation, guidance, and control. Additionally, the journal is abstracted/indexed in several prominent databases including SCIE (Science Citation Index Expanded), EI (Engineering Index), Inspec, Scopus, SCImago, DBLP, CNKI (China National Knowledge Infrastructure), CSCD (Chinese Science Citation Database), and IEEE Xplore.
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