Security Control for T-S Fuzzy Systems With Adaptive Event-Triggered Mechanism and Multiple Cyber-Attacks

被引:165
作者
Liu, Jinliang [1 ]
Yin, Tingting [1 ]
Cao, Jie [1 ]
Yue, Dong [2 ]
Karimi, Hamid Reza [3 ]
机构
[1] Nanjing Univ Finance & Econ, Coll Informat Engn, Nanjing 210023, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Inst Adv Technol, Nanjing 210023, Peoples R China
[3] Politecn Milan, Dept Mech Engn, I-20156 Milan, Italy
来源
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2021年 / 51卷 / 10期
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Fuzzy systems; Security; System performance; Symmetric matrices; Adaptive systems; Adaptation models; Load modeling; Adaptive event-triggered mechanism (AETM); multiple cyber-attacks; security control; Takagi-Sugeno (T-S) fuzzy systems; NETWORKED CONTROL-SYSTEMS; H-INFINITY; COMMUNICATION SCHEME; TRACKING CONTROL; STABILIZATION; DESIGN;
D O I
10.1109/TSMC.2019.2963143
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article focuses on the security control for Takagi-Sugeno (T-S) fuzzy systems with adaptive event-triggered mechanism (AETM) and multiple cyber-attacks, which include deception attacks and denial-of-service (DoS) attacks. A multiple cyber-attacks model is first established for T-S fuzzy systems by considering deception attacks and DoS attacks at the same time. An AETM is introduced to relieve the network load, where the threshold of event-triggering condition can be adaptively adjusted while preserving the system performance. Then a novel mathematical model for T-S fuzzy systems with multiple cyber-attacks and AETM is proposed first. Based on the built model, sufficient conditions to guarantee the exponentially mean square stability of the system are achieved by utilizing the Lyapunov stability theory. Moreover, the controller gains are derived with the help of a linear matrix inequality technique. Finally, simulated examples are presented for illustrating the effectiveness of the proposed method.
引用
收藏
页码:6544 / 6554
页数:11
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