Fuzzy adaptive resilient control against unknown false data injection attacks for high-order nonlinear systems with actuator failures

被引:9
|
作者
Zhao, Jipeng [1 ]
Yang, Guang-Hong [1 ,2 ,3 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
[2] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Peoples R China
[3] King Abdulaziz Univ, Dept Elect & Comp Engn, Jeddah 21589, Saudi Arabia
基金
中国国家自然科学基金;
关键词
Cyber-physical systems (CPSs); Fuzzy adaptive resilient control; FDI attacks; Actuator failures; Nonstrict-feedback nonlinear systems; CYBER-PHYSICAL SYSTEMS; FAULT-TOLERANT CONTROL; TRACKING CONTROL;
D O I
10.1016/j.neucom.2023.126939
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An adaptive resilient control technique for high-order nonlinear systems with actuator failures is presented in this work. The unknown false data injection (FDI) attacks make all controlled system states unavailable. To counteract this negative impact of FDI attacks, a new coordinate transformation is constructed during the procedure of recursive design. Moreover, the effect of the actuator faults is completely eliminated by skillfully designing the controller and the adaptive laws. On the basis of the backstepping technology and the Nussbaum gain technique, an adaptive resilient control strategy is presented by using compromised state variables, which ensures all the signals of the closed-loop system is bounded when the sensor is attacked. Compared with the existing results, the proposed control approach not only solves the resilient control problem of high-order nonlinear systems whose powers are positive odd numbers, but also eliminates the assumption that the attack weights are positive. In the end, a simulation result is presented to verify the feasibility of the designed scheme.
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页数:10
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