{"title":"Protocol-Based SMC for Fuzzy Semi-Markov Switching Systems With Multizone Probabilitic Time-Varying Delays","authors":"Jiangming Xu;Jun Cheng;Mohammed Chadli;Wenhai Qi","doi":"10.1109/TSMC.2025.3538550","DOIUrl":null,"url":null,"abstract":"This study addresses the sliding mode control (SMC) for Takagi-Sugeno (T-S) fuzzy semi-Markov switching systems (FSMSSs) characterized by multizone probabilistic time-varying delays. The dynamic behaviors of FSMSSs are captured through a comprehensive semi-Markov process framework that accommodates arbitrary switching scenarios. In addition, a tailored SMC law that ensures the system’s trajectory reaches and maintains a preset sliding surface over a specified finite time is applied. To address the challenges of communication load, a novel multizone probabilistic dynamic event-triggered protocol is introduced, leveraging the time-varying nature of transmission delays and incorporating two adjustable internal dynamic variables. The establishment of sufficient conditions for ensuring the stochastic finite-time stability of the closed-loop system is achieved through an effective Lyapunov functional methodology. Finally, the validity and superiority of the proposed methodologies is demonstrated by a mass-spring-damper mechanical system.","PeriodicalId":48915,"journal":{"name":"IEEE Transactions on Systems Man Cybernetics-Systems","volume":"55 4","pages":"3026-3035"},"PeriodicalIF":8.6000,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Systems Man Cybernetics-Systems","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10892213/","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
This study addresses the sliding mode control (SMC) for Takagi-Sugeno (T-S) fuzzy semi-Markov switching systems (FSMSSs) characterized by multizone probabilistic time-varying delays. The dynamic behaviors of FSMSSs are captured through a comprehensive semi-Markov process framework that accommodates arbitrary switching scenarios. In addition, a tailored SMC law that ensures the system’s trajectory reaches and maintains a preset sliding surface over a specified finite time is applied. To address the challenges of communication load, a novel multizone probabilistic dynamic event-triggered protocol is introduced, leveraging the time-varying nature of transmission delays and incorporating two adjustable internal dynamic variables. The establishment of sufficient conditions for ensuring the stochastic finite-time stability of the closed-loop system is achieved through an effective Lyapunov functional methodology. Finally, the validity and superiority of the proposed methodologies is demonstrated by a mass-spring-damper mechanical system.
期刊介绍:
The IEEE Transactions on Systems, Man, and Cybernetics: Systems encompasses the fields of systems engineering, covering issue formulation, analysis, and modeling throughout the systems engineering lifecycle phases. It addresses decision-making, issue interpretation, systems management, processes, and various methods such as optimization, modeling, and simulation in the development and deployment of large systems.