Resilient Output Synchronization of Heterogeneous Multiagent Systems With DoS Attacks Under Distributed Event-/Self-Triggered Control

被引:28
|
作者
Du, Shengli [1 ,2 ,3 ]
Xu, Wenying [4 ,5 ]
Qiao, Junfei [1 ,2 ,3 ]
Ho, Daniel W. C. [6 ]
机构
[1] Beijing Univ Technol, Sch Artificial Intelligence & Automat, Beijing 100124, Peoples R China
[2] Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
[3] Minist Educ, Engn Res Ctr Intelligent Percept & Autonomous Con, Beijing 100124, Peoples R China
[4] Southeast Univ, Sch Math, Nanjing 211189, Peoples R China
[5] Potsdam Inst Climate Impact Res, D-14412 Potsdam, Germany
[6] City Univ Hong Kong, Dept Math, Hong Kong, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
Multi-agent systems; Synchronization; Denial-of-service attack; Laplace equations; Communication networks; Security; Eigenvalues and eigenfunctions; Denial-of-service (DoS) attacks; event; self-triggered control; multiagent systems; output synchronization; STABILIZING CONTROL; TRACKING CONTROL; CONSENSUS;
D O I
10.1109/TNNLS.2021.3105006
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article investigates the resilient output synchronization problem of a class of linear heterogeneous multiagent systems subjected to denial-of-service (DoS) attacks. Two types of control mechanisms, namely, event- and self-triggered control mechanisms, are presented so as to cut down unnecessary information transmission. Both of these two mechanisms are distributed, and thus, only local information of each agent and its neighboring agents is adopted for the event condition design. The DoS attacks are considered to be aperiodic, and the quantitative relationship between the attributes of the DoS attacks and the synchronization is also revealed. It is shown that the output synchronization can be achieved exponentially in the presence of DoS attacks under the proposed control mechanisms. The validness of the provided mechanisms is certified by a simulation example.
引用
收藏
页码:1169 / 1178
页数:10
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