Adaptive Resilient Control of Cyber-Physical Systems Under Actuator and Sensor Attacks

被引:22
|
作者
Zhao, Yue [1 ,2 ]
Du, Xin [3 ]
Zhou, Chunjie [1 ,2 ]
Tian, Yu-Chu [4 ]
Hu, Xiaoya [3 ]
Quevedo, Daniel E. [5 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Artificial Intelligence & Automat, Key Lab, Minist Educ Image Proc & Intelligent Control, Wuhan 430074, Peoples R China
[2] Huazhong Univ Sci & Technol, Sch Cyber Sci & Engn, Wuhan 430074, Peoples R China
[3] Huazhong Univ Sci, Sch Artificial Intelligence & Automat, Key Lab, Minist Educ Image Proc & Intelligent Control, Wuhan 430074, Peoples R China
[4] Queensland Univ Technol, Sch Comp Sci, Brisbane, Qld 4001, Australia
[5] Queensland Univ Technol, Sch Elect Engn & Robot, Brisbane, Qld 4001, Australia
基金
澳大利亚研究理事会; 中国国家自然科学基金;
关键词
Actuators; Robot sensing systems; Mathematical model; Steady-state; Feedback linearization; Computational modeling; Sliding mode control; Cyber-physical systems; dynamic performance; feedback linearization; resilient controller; DISTURBANCE OBSERVER;
D O I
10.1109/TII.2021.3108876
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Resilient control of cyber-physical systems (CPSs) against actuator and/or sensor attacks has been extensively researched. However, the existing research considers actuator attacks and sensor attacks separately and also designs resilient controllers based on complex nonlinear system models caused by unknown actuator and sensor attacks. This increases the difficulty in the analysis, computation, and control of CPSs under attacks. To address this issue, this article introduces an idea to deal with both actuator attacks and sensor attacks together with feedback linearization control. This simplifies the mathematical modeling of attacked CPSs, thus reducing the difficulty of resilient controller design. Then, from the simplified modeling, a composite controller is designed to enhance system resilience. It ensures the dynamic and steady-state performance of CPSs under attacks. Simulation studies are undertaken to demonstrate the effectiveness of the proposed method.
引用
收藏
页码:3203 / 3212
页数:10
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