通信链路遭受合谋攻击的多智能体系统的弹性一致性

Resilient Consensus of Multiagent Systems Under Collusive Attacks on Communication Links

IEEE Transactions on Cybernetics · 2022
被引 34
ABS 3

中文导读

研究了通信链路遭受合谋攻击时多智能体系统的弹性一致性问题,设计了分布式固定时间观测器来检测和隔离被攻击链路,并提出了基于攻击隔离的控制算法,给出了实现弹性一致性的充要条件。

Abstract

This article addresses the resilient consensus problem of multiagent systems subject to cyber attacks on communication links, where the attacks on different links may collude to maintain undetectable. For the case with noncollusive attacks on links, a distributed fixed-time observer is designed so that the attack on each link can be detected by the two associated agents. A necessary and sufficient condition is derived to ensure the isolation of attacked links and no mistaken isolation of normal ones. For the case with collusive attacks on links, a novel attack isolation algorithm is proposed by constructing extra observers on the basis of the previous designed distributed fixed-time observer via sequentially removing the information associated with one of the links. Based on the isolation of the attacked links, a control algorithm is designed, and a necessary and sufficient condition is provided to achieve resilient consensus. Numerical examples corroborate the effectiveness of the proposed strategies.

多智能体系统网络攻击分布式控制弹性一致性攻击隔离