A Switching-Like Dynamic Event-Triggered Sliding Mode Control for T–S Fuzzy Singular Markov Jump Systems Under Hybrid Cyber-Attacks

IF 10.2 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE Transactions on Fuzzy Systems Pub Date : 2026-06-01 Epub Date: 2026-03-20 DOI:10.1109/TFUZZ.2026.3671819
Zhipeng Li;Shuanghe Yu;Yan Yan;Ying Zhao
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引用次数: 0

Abstract

This article investigates the secure control problem for a class of T–S fuzzy singular Markov jump systems under limited communication resources and hybrid cyber attacks. To address the communication interruptions and hindered data updates caused by denial-of-service attacks, a novel dual dynamic switching like event triggered scheme is proposed. Meanwhile, considering multiple adverse factors including external disturbances, mode dependent deception attacks, and system parameter uncertainties, an asynchronous sliding mode controller is designed to counteract these effects, and the asynchronous phenomenon is characterized by the Hidden Markov Model. By constructing a Lyapunov functional, sufficient conditions for the stochastic admissibility of the closed-loop system under a prescribed $H_{\infty}$ performance index are derived, based on which the event-triggering weighting matrices and controller gains are obtained. Furthermore, it is rigorously proven that under the proposed sliding mode control law, the predefined sliding surface can be reached in finite time. Finally, numerical simulations conducted on a mass spring damper system demonstrate the effectiveness and superiority of the proposed scheme compared to existing methods.
混合网络攻击下T-S模糊奇异马尔可夫跳变系统的类切换动态事件触发滑模控制
研究了一类T-S模糊奇异马尔可夫跳变系统在有限通信资源和混合网络攻击下的安全控制问题。针对拒绝服务攻击造成的通信中断和数据更新受阻等问题,提出了一种类似事件触发的双动态交换方案。同时,考虑外部干扰、模态依赖欺骗攻击和系统参数不确定性等多种不利因素,设计了一种异步滑模控制器来抵消这些影响,并利用隐马尔可夫模型对异步现象进行表征。通过构造Lyapunov泛函,导出了在规定的$H_{\infty}$性能指标下闭环系统随机允许的充分条件,并在此基础上得到了事件触发权矩阵和控制器增益。此外,严格证明了在所提出的滑模控制律下,系统可以在有限时间内到达预定的滑动面。最后,对一个质量弹簧阻尼器系统进行了数值模拟,与现有方法相比,验证了该方法的有效性和优越性。
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 Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems 工程技术-工程:电子与电气
CiteScore
20.50
自引率
13.40%
发文量
517
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Fuzzy Systems is a scholarly journal that focuses on the theory, design, and application of fuzzy systems. It aims to publish high-quality technical papers that contribute significant technical knowledge and exploratory developments in the field of fuzzy systems. The journal particularly emphasizes engineering systems and scientific applications. In addition to research articles, the Transactions also includes a letters section featuring current information, comments, and rebuttals related to published papers.
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