Sliding Mode Fuzzy Control of Stochastic Nonlinear Systems Under Cyber-Attacks

被引:10
|
作者
Yang, Yue [1 ]
Wen, Baoyu [2 ]
Su, Xiaojie [2 ]
Huang, Jiangshuai [2 ]
Liu, Biao [2 ,3 ]
机构
[1] Xian Univ Architecture & Technol, Coll Informat & Control Engn, Xian 710311, Peoples R China
[2] Chongqing Univ, Sch Automat, Chongqing 400044, Peoples R China
[3] Guangzhou Gosuncn Robot Co Ltd, Dept Res & Dev, Guangzhou 510530, Peoples R China
基金
中国国家自然科学基金;
关键词
Cyber-attacks; integral sliding mode control (ISMC); stochastic nonlinear systems; Takagi-Sugeno (T-S) fuzzy model; TIME-DELAY; STABILIZATION; STABILITY; DESIGN;
D O I
10.1109/TCYB.2023.3287029
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, the problem of integral sliding mode control (ISMC) for a class of nonlinear systems with stochastic characteristics under cyber-attack is investigated. The control system and the cyber-attack are modeled as an Ito-type stochastic differential equation. The stochastic nonlinear systems are approached by the Takagi-Sugeno fuzzy model. A dynamic ISMC scheme is applied and the states and control input are analyzed within a universal dynamic model. It is demonstrated that trajectory of the system can be confined to the integral sliding surface within finite time, and the stability of closed-loop system under cyber-attack will be guaranteed by using a set of linear matrix inequalities. Following a standard procedure of universal fuzzy ISMC, it is shown that all signals in the closed-loop system will be guaranteed bounded, and the states are asymptotic stochastic stable if some conditions are met. An inverted pendulum is applied to show the effectiveness of our control scheme.
引用
收藏
页码:3174 / 3182
页数:9
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