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一种针对混合攻击的切换非线性系统自适应模糊弹性控制的双触发方案。

A Dual Triggering Scheme to Adaptive Fuzzy Resilient Control of Switched Nonlinear Systems Against Mixed Attacks.

作者信息

Wang Fenglan, Long Lijun

出版信息

IEEE Trans Cybern. 2024 Mar;54(3):1685-1694. doi: 10.1109/TCYB.2023.3241396. Epub 2024 Feb 9.

Abstract

A dual event-triggered adaptive fuzzy resilient control scheme for a class of switched nonlinear systems with vanishing control gains under mixed attacks is proposed in this article. The scheme proposed achieves dual triggering in the channels of sensor-to-controller and controller-to-actuator by designing two new switching dynamic event-triggering mechanisms (ETMs). An adjustable positive lower bound of interevent times for each ETM is found to preclude Zeno behavior. Meanwhile, mixed attacks, that is, deception attacks on sampled state and controller data and dual random denial-of-service attacks on sampled switching signal data, are handled by constructing event-triggered adaptive fuzzy resilient controllers of subsystems. Compared with the existing works for switched systems with only single triggering, more complex asynchronous switching caused by dual triggering and mixed attacks and subsystem switching is addressed. Further, the obstacle caused by vanishing control gains at some points is eliminated by proposing an event-triggered state-dependent switching law and introducing vanishing control gains into a switching dynamic ETM. Finally, a mass-spring-damper system and a switched RLC circuit system are applied to verify the obtained result.

摘要

本文针对一类在混合攻击下控制增益消失的切换非线性系统,提出了一种双事件触发自适应模糊弹性控制方案。所提出的方案通过设计两种新型的切换动态事件触发机制(ETM),在传感器到控制器以及控制器到执行器的通道中实现了双触发。发现每个ETM的事件间时间存在一个可调整的正下界,以排除芝诺行为。同时,通过构建子系统的事件触发自适应模糊弹性控制器来处理混合攻击,即对采样状态和控制器数据的欺骗攻击以及对采样切换信号数据的双随机拒绝服务攻击。与现有的仅具有单触发的切换系统工作相比,解决了由双触发和混合攻击以及子系统切换引起的更复杂的异步切换问题。此外,通过提出一种事件触发的状态依赖切换律并将消失控制增益引入切换动态ETM,消除了某些点处消失控制增益所造成的障碍。最后,应用一个质量 - 弹簧 - 阻尼器系统和一个切换RLC电路系统来验证所得结果。

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