拒绝服务攻击下Takagi-Sugeno模糊系统的动态事件触发H∞滤波

IF 3.8 2区 数学 Q1 MATHEMATICS, APPLIED
Jiying Liu, Dan Peng, Yuechao Ma
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引用次数: 0

摘要

本文研究了拒绝服务(DoS)攻击下Takagi-Sugeno (T-S)模糊系统的H∞滤波问题。提出了一种结合DoS攻击的动态事件触发机制(DETM),该机制可以根据外部输出的变化动态优化触发参数。该机制可以在DoS攻击停止后成功地将最新的测量输出传输到过滤器;在DoS不活跃期,该机制退化为传统的DETM。此外,引入了一种有效的DoS攻击(EDA)模型来描述相邻采样时刻之间可能发生的情况。然后,将错误过滤系统构建为基于DoS攻击的切换系统模型。利用分段Lyapunov-Krasovskii泛函方法,建立了T-S模糊系统中抵御DoS攻击的安全滤波器设计的充分准则,保证了系统的H∞指数稳定性。最后,通过两个仿真算例验证了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic event-triggered H∞ filtering for Takagi–Sugeno fuzzy systems under denial-of-service attacks
This article investigates the problem of H filtering for Takagi–Sugeno (T–S) fuzzy systems under denial-of-service (DoS) attacks. A new dynamic event-triggered mechanism (DETM) combined with DoS attack is proposed, which can dynamically optimize the trigger parameters in accordance with the change of external output. This mechanism can successfully transmit the most recent measurement output to the filter once the DoS attack has ceased; in the DoS inactive periods, the mechanism degenerates into a conventional DETM. Moreover, an effective DoS attack (EDA) model is introduced to describe the possible situations occurring between adjacent sampling instants. Then, the filtering error system is structured as a switched system model based on DoS attacks. By leveraging the segmented Lyapunov-Krasovskii functional method, sufficient criteria for designing a security filter to counteract DoS attacks in T–S fuzzy systems are established, this ensures the system’s H exponential stability. Finally, the effectiveness of the proposed method is verified by two simulation examples.
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来源期刊
Communications in Nonlinear Science and Numerical Simulation
Communications in Nonlinear Science and Numerical Simulation MATHEMATICS, APPLIED-MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
CiteScore
6.80
自引率
7.70%
发文量
378
审稿时长
78 days
期刊介绍: The journal publishes original research findings on experimental observation, mathematical modeling, theoretical analysis and numerical simulation, for more accurate description, better prediction or novel application, of nonlinear phenomena in science and engineering. It offers a venue for researchers to make rapid exchange of ideas and techniques in nonlinear science and complexity. The submission of manuscripts with cross-disciplinary approaches in nonlinear science and complexity is particularly encouraged. Topics of interest: Nonlinear differential or delay equations, Lie group analysis and asymptotic methods, Discontinuous systems, Fractals, Fractional calculus and dynamics, Nonlinear effects in quantum mechanics, Nonlinear stochastic processes, Experimental nonlinear science, Time-series and signal analysis, Computational methods and simulations in nonlinear science and engineering, Control of dynamical systems, Synchronization, Lyapunov analysis, High-dimensional chaos and turbulence, Chaos in Hamiltonian systems, Integrable systems and solitons, Collective behavior in many-body systems, Biological physics and networks, Nonlinear mechanical systems, Complex systems and complexity. No length limitation for contributions is set, but only concisely written manuscripts are published. Brief papers are published on the basis of Rapid Communications. Discussions of previously published papers are welcome.
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