Distributed Secure Consensus Control With Event-Triggering for Multiagent Systems Under DoS Attacks

被引:148
|
作者
Yang, Yang [1 ,2 ]
Li, Yanfei [1 ,2 ]
Yue, Dong [1 ,2 ,3 ,4 ]
Tian, Yu-Chu [5 ]
Ding, Xiaohua [6 ]
机构
[1] Nanjing Univ Posts & Telecommun, Coll Automat, Nanjing 210023, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Coll Artificial Intelligence, Nanjing 210023, Peoples R China
[3] Nanjing Univ Posts & Telecommun, Inst Adv Technol, Nanjing 210023, Peoples R China
[4] Nanjing Univ Posts & Telecommun, Jiangsu Engn Lab Big Data Anal & Control Act Dist, Nanjing 210023, Peoples R China
[5] Queensland Univ Technol, Sch Comp Sci, Brisbane, Qld 4001, Australia
[6] Guodian Nanrui Technol Co Ltd, Nanjing 211000, Peoples R China
基金
澳大利亚研究理事会;
关键词
Denial-of-service attack; Telecommunications; Multi-agent systems; Control systems; Observers; Computer crime; Monitoring; Consensus secure control; denial-of-service (DoS) attack; event-triggered control; multiagent system (MAS); self-triggered control; TRACKING;
D O I
10.1109/TCYB.2020.2979342
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Consensus control of multiagent systems (MASs) has applications in various domains. As MASs work in networked environments, their security control becomes critically desirable in response to various cyberattacks, such as denial of service (DoS). Efforts have been made in the development of both time- and event-triggered consensus control of MASs. However, there is a lack of precise calculation of control input during the attacking periods. To address this issue, a distributed secure consensus control with event triggering is developed for linear leader-following MASs under DoS attacks. It is designed with a dual-terminal event-triggered mechanism, which schedules information transmission through two triggered functions for each follower: one on the measurement channel (sensor-to-controller) and the other on the control channel (controller-to-actuator). To deal with DoS attacks, the combined states in the triggered functions are replaced by their estimations from an observer. Sufficient conditions are established for the duration and frequency of DoS attacks. To remove continuous monitoring of the measurement errors, a self-triggered secure control scheme is further developed, which combines the system states and other information at past triggered instants. Theoretical analysis shows that the followers in MASs under DoS attacks are able to track the leader and meanwhile the Zeno behavior is excluded. Case studies are conducted to demonstrate the effectiveness of our distributed secure consensus control of MASs.
引用
收藏
页码:2916 / 2928
页数:13
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