反推
控制理论(社会学)
执行机构
非线性系统
观察员(物理)
计算机科学
滤波器(信号处理)
理论(学习稳定性)
输出反馈
国家观察员
控制工程
控制(管理)
自适应控制
工程类
人工智能
机器学习
物理
量子力学
计算机视觉
作者
Rui Gao,Jiangshuai Huang,Xiaojie Su,Ling Zhao
摘要
In this article, the security control problem of a class of high-order nonlinear cyber-physical systems is investigated where the actuator and sensor are suffered from deceptive cyber-attacks. By assuming that only the contaminated system output is available for feedback control, a set of K-filters are applied to develop a novel observer to reveal the state information, and based on which an adaptive control law is designed. It is shown that asymptotic stability of nonlinear systems and boundedness of all the closed-loop signals can be guaranteed using backstepping method even in presence of adversarial attacks. Simulations results illustrate the effectiveness of the proposed algorithms.
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