Asynchronous SMC for discrete fuzzy networked semi-Markov jump systems with cyber attacks

IF 3.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Jiyang Wang , Runkun Li , Wenhai Qi , Jinde Cao , Jun Cheng
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引用次数: 0

Abstract

The observer-based asynchronous sliding mode control (SMC) strategy is proposed for network-based discrete nonlinear semi-Markov jump systems in complex environments with mode mismatch phenomenon between the system and the controller. Due to the uncertain parameters in the networked systems, the interval type-2 fuzzy model is adopted to describe the nonlinear object. In the complex network environment, the communication links are affected by many factors, in which packet loss, signal quantization, and cyber-attacks are considered simultaneously. Affected by unreliable communication links, it is difficult to obtain the actual state information completely, where the observe-based control strategy is adopted. According to the semi-Markov kernel, interval type-2 fuzzy, and ST-dependent Lyapunov function, sufficient conditions are established so that the related system is σ-error mean-square stable. Furthermore, an observer-based asynchronous SMC mechanism is established to ensure the reachability of the sliding region. Ultimately, the tunnel diode circuit model is presented to confirm the effectiveness of the proposed method.
具有网络攻击的离散模糊网络半马尔可夫跳变系统的异步SMC
针对存在系统与控制器模式失配现象的复杂环境下基于网络的离散非线性半马尔可夫跳变系统,提出了基于观测器的异步滑模控制策略。针对网络系统中参数的不确定性,采用区间2型模糊模型来描述非线性对象。在复杂的网络环境中,通信链路受到多种因素的影响,其中丢包、信号量化、网络攻击等因素都需要同时考虑。由于受通信链路不可靠的影响,实际状态信息难以完全获取,采用基于观察的控制策略。根据半马尔可夫核、区间2型模糊和st相关的Lyapunov函数,建立了系统是σ-误差均方稳定的充分条件。在此基础上,建立了基于观测器的异步SMC机制,以保证滑动区域的可达性。最后给出了隧道二极管电路模型,验证了所提方法的有效性。
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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