对抗性交互下DoS攻击的多智能体系统动态事件触发集群一致性

Dynamic Event-Triggered Cluster Consensus for Multiagent Systems Under DoS Attacks With Antagonistic Interactions

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2025
被引 6
ABS 3

中文导读

研究了在非周期性拒绝服务攻击下,具有一般线性动力学和加权对抗性交互的多智能体系统的集群一致性问题,设计了基于状态估计器的动态阈值事件触发通信机制,并提出了针对结构平衡与不平衡符号有向图的弹性一致性协议。

Abstract

In this article, we investigate the cluster consensus problem of multiagent systems (MASs) with general linear dynamics and weighted antagonistic interactions under aperiodic denial-of-service (DoS) attacks. First, an event-triggered communication mechanism is designed to efficiently reduce unnecessary message transmission over unreliable networks, where the event-triggered function with dynamically varying thresholds is designed based on the state estimators instead of the real-time states so that continuous communication can be avoided both in controller updates and triggering threshold detection. Then, a novel event-triggered cluster consensus protocol is designed for MASs with DoS attacks and structurally balanced signed digraphs, where Zeno behavior can be strictly excluded by the proposed triggering mechanism. Furthermore, to cope with the structurally unbalanced signed digraph, an improved event-triggered resilient consensus protocol is developed by introducing a pinning control strategy. By utilizing the piecewise Lyapunov functional approach, some sufficient conditions are derived for the cluster consensus under structurally balanced and unbalanced signed digraphs, while the selection principles of event-triggered parameters and resilient controller gains are obtained. Finally, the validity of the theoretical results is verified by practical simulation examples.

多智能体系统事件触发控制拒绝服务攻击集群一致性符号有向图