{"title":"Synchronous Membership Function Dependent Event-Triggered $\\boldsymbol{H}_{\\infty}$ Control of T-S Fuzzy Systems Under Network Communications","authors":"Bo-Lin Xu;Chen Peng;Wen-Bo Xie","doi":"10.1109/JAS.2023.123729","DOIUrl":null,"url":null,"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 <tex>$H_{\\infty}$</tex> 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.","PeriodicalId":54230,"journal":{"name":"Ieee-Caa Journal of Automatica Sinica","volume":"12 5","pages":"1041-1043"},"PeriodicalIF":15.3000,"publicationDate":"2025-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11005750","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ieee-Caa Journal of Automatica Sinica","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/11005750/","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
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.
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.