{"title":"区间2型模糊奇摄动隐马尔可夫跳变系统的安全控制:基于耗散的静态输出反馈","authors":"Dongji Wang;Shengyuan Xu;Hao Shen","doi":"10.1109/TSMC.2025.3549655","DOIUrl":null,"url":null,"abstract":"The dissipative control problem is investigated in this article for nonlinear hidden Markov jump systems with singular perturbation parameter (SPP) under replay attacks. Thereinto, an interval type-2 T-S fuzzy model is used to characterize the nonlinearities together with uncertainties. Meanwhile, a detection method combined with multisensor scheme is introduced to compensate for the damage to system stability by replay attacks. Based on the detection scheme, a fuzzy-mode-dependent controller based on static output feedback control is also constructed to enable the original systems to maintain robust operation even attacked. Then, by resorting to an improved Lyapunov function that depends on both the singular perturbation parameter and jump modes, some sufficient conditions, ensuring the stochastic stability and strict <inline-formula> <tex-math>$(Q,S,R)$ </tex-math></inline-formula>-dissipativity of the resulting systems, are deduced in theory. Furthermore, the gains of the constructed controller are calculated by solving the matrix convex optimization problem. Finally, the efficacy and practicality of the obtained results are verified via two examples.","PeriodicalId":48915,"journal":{"name":"IEEE Transactions on Systems Man Cybernetics-Systems","volume":"55 7","pages":"4498-4508"},"PeriodicalIF":8.7000,"publicationDate":"2025-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Security Control of Interval Type-2 Fuzzy Singularly Perturbed Hidden Markov Jump Systems: Dissipativity-Based Static Output Feedback\",\"authors\":\"Dongji Wang;Shengyuan Xu;Hao Shen\",\"doi\":\"10.1109/TSMC.2025.3549655\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The dissipative control problem is investigated in this article for nonlinear hidden Markov jump systems with singular perturbation parameter (SPP) under replay attacks. Thereinto, an interval type-2 T-S fuzzy model is used to characterize the nonlinearities together with uncertainties. Meanwhile, a detection method combined with multisensor scheme is introduced to compensate for the damage to system stability by replay attacks. Based on the detection scheme, a fuzzy-mode-dependent controller based on static output feedback control is also constructed to enable the original systems to maintain robust operation even attacked. Then, by resorting to an improved Lyapunov function that depends on both the singular perturbation parameter and jump modes, some sufficient conditions, ensuring the stochastic stability and strict <inline-formula> <tex-math>$(Q,S,R)$ </tex-math></inline-formula>-dissipativity of the resulting systems, are deduced in theory. Furthermore, the gains of the constructed controller are calculated by solving the matrix convex optimization problem. Finally, the efficacy and practicality of the obtained results are verified via two examples.\",\"PeriodicalId\":48915,\"journal\":{\"name\":\"IEEE Transactions on Systems Man Cybernetics-Systems\",\"volume\":\"55 7\",\"pages\":\"4498-4508\"},\"PeriodicalIF\":8.7000,\"publicationDate\":\"2025-04-10\",\"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/10960650/\",\"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}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Systems Man Cybernetics-Systems","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10960650/","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}
Security Control of Interval Type-2 Fuzzy Singularly Perturbed Hidden Markov Jump Systems: Dissipativity-Based Static Output Feedback
The dissipative control problem is investigated in this article for nonlinear hidden Markov jump systems with singular perturbation parameter (SPP) under replay attacks. Thereinto, an interval type-2 T-S fuzzy model is used to characterize the nonlinearities together with uncertainties. Meanwhile, a detection method combined with multisensor scheme is introduced to compensate for the damage to system stability by replay attacks. Based on the detection scheme, a fuzzy-mode-dependent controller based on static output feedback control is also constructed to enable the original systems to maintain robust operation even attacked. Then, by resorting to an improved Lyapunov function that depends on both the singular perturbation parameter and jump modes, some sufficient conditions, ensuring the stochastic stability and strict $(Q,S,R)$ -dissipativity of the resulting systems, are deduced in theory. Furthermore, the gains of the constructed controller are calculated by solving the matrix convex optimization problem. Finally, the efficacy and practicality of the obtained results are verified via two examples.
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.