Distributed Fault Detection and Dynamic Event-Triggered Consensus for Heterogeneous Multiagent Systems Under Deception Attacks

被引:14
|
作者
Li, Shanglin [1 ,2 ]
Chen, Yangzhou [1 ,2 ]
Liu, Peter Xiaoping [3 ]
机构
[1] Beijing Univ Technol, Coll Artificial Intelligence & Automation, Beijing 100124, Peoples R China
[2] Beijing Univ Technol, Engn Res Ctr Digital Community, Minist Educ, Beijing 100124, Peoples R China
[3] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON K1S 5B6, Canada
基金
中国国家自然科学基金;
关键词
Observers; Fault detection; Multi-agent systems; Task analysis; System performance; Integrated circuit modeling; Cyberattack; Distributed fault detection; dynamic event-triggered consensus; heterogeneous multiagent systems; deception attacks; SECURE IMPULSIVE SYNCHRONIZATION; COOPERATIVE OUTPUT REGULATION; NETWORK; DESIGN;
D O I
10.1109/TCSI.2023.3274191
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper focuses on the problem of distributed fault detection and leader-following output consensus for heterogeneous multiagent systems subject to deception attacks. During the information exchange and dissemination, a malicious attacker can make full use of specialized computer technology and launch stochastic deception attacks against some vulnerable agents over the network. The attack signals in actual operation tend to be energy-constrained, and Bernoulli distribution can be used to describe the random features. Taking the attack information into account, the distributed fault detection observer and the dynamic consensus compensator are designed in two separate steps. In order to reduce unnecessary information transmission, a dynamic event-triggered mechanism with output-dependent threshold is introduced to the adjustment of consensus protocol. According to Lyapunov stability theory and linear matrix inequality (LMI) techniques, sufficient conditions are derived for developing the model gains of the observer and the compensator. Finally, a simulation example of RLC circuit systems is provided to illustrate the effectiveness of the obtained theoretical results.
引用
收藏
页码:3294 / 3304
页数:11
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