A Cross-Layer Game-Theoretic Approach to Resilient Control of Networked Switched Systems Against DoS Attacks

被引:0
|
作者
Lian, Jie [1 ,2 ]
Jia, Peilin [1 ,2 ]
Wu, Feiyue [1 ,2 ]
机构
[1] Dalian Univ Technol, Key Lab Intelligent Control & Optimizat Ind Equipm, Minist Educ, Dalian 116024, Peoples R China
[2] Dalian Univ Technol, Sch Control Sci & Engn, Dalian 116024, Peoples R China
基金
美国国家科学基金会;
关键词
Switches; Control systems; Games; Switched systems; Signal to noise ratio; Denial-of-service attack; Resource management; Interference; Packet loss; Cross layer design; Denial-of-Service (DoS) attacks; game theory; multiobjective optimization; networked switched systems (NSSs); resilient control; SECURE CONTROL; STABILIZATION; STABILITY; SCHEDULE;
D O I
10.1109/TCYB.2024.3470011
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 investigates the resilient control strategies of networked switched systems (NSSs) against denial-of-service (DoS) attacks and external disturbance. In the network layer, both the defender and the attacker allocate energy over multiple channels. Considering the impact of switching characteristic in the physical layer on the network layer, a dynamic regulating factor is proposed to adjust the total energy of the defender. To optimize the signal-to-interference-noise ratio and energy consumption simultaneously at each player's side, a multiobjective game problem is formulated. Furthermore, a nondominated sorting genetic algorithm framework is employed, incorporating the knee point selection mechanism to attain the Pareto-Nash equilibrium, based on which the optimal defense strategy can be derived to achieve resilience against DoS attacks. In the physical-layer, taking the dynamic packet loss caused by DoS attacks and external disturbance into account, an $H_{\infty}$ minimax controller containing control inputs and the switching signal is designed to guarantee the optimal performance for NSSs through the dynamic game-theoretic approach. Finally, the networked continuous stirred tank reactor system is provided to verify the effectiveness of the proposed method.
引用
收藏
页码:38 / 49
页数:12
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