首页|期刊导航|山西大学学报(自然科学版)|混合网络攻击下基于边的动态事件触发多智能体系统一致性

混合网络攻击下基于边的动态事件触发多智能体系统一致性OA

Edge-based Dynamic Event-triggered Consensus of Multi-Agent Systems with Hybrid Cyber-Attacks

中文摘要英文摘要

本文研究无向拓扑和混合网络攻击下线性多智能体系统的安全一致性问题.首先,建立一种新的数学模型,来表征由拒绝服务(Denial-of-Service,DoS)攻击和虚假数据注入(False Data Injection,FDI)攻击组成且发生在每条边上的混合网络攻击.为了减少网络带宽的占用并节省通信资源,开发一种基于边的动态事件触发机制.其次,为每个智能体设计其邻居的预测估计器,来匹配由基于边的动态事件触发机制生成的异步信息.然后,结合所提出的预测估计器和基于边的动态事件触发机制,为混合网络攻击下的多智能体系统提出一种分布式的一致性控制协议.进一步,利用李雅普诺夫稳定性理论,得到保证多智能体系统实现均方一致性的充分条件.最后,通过仿真验证理论结果的有效性.

In this article,the secure consensus problem is investigated for linear multi-agent systems under an undirected topology and hybrid cyber-attacks.Firstly,a novel mathematical model is established to characterize a hybrid cyber-attacks consisting of deni-al-of-service(DoS)attacks and false data injection(FDI)attacks that occur on each edge.In order to reduce the occupation of net-work bandwidth load and save communication resources,an edge-based dynamic event-triggered mechanism is developed.Second-ly,the prediction estimators of its neighbors are designed for each agent to match the asynchronous information generated by the edge-based dynamic event-triggered mechanism.Then,a distributed consensus control protocol is proposed for multi-agent systems under the hybrid cyber-attacks by using the proposed prediction estimators and edge-based dynamic event-triggered mechanism.Fur-thermore,a sufficient criteria is derived to ensure the mean square consensus of multi-agent systems by using Lyapunov stability the-ory.Finally,the usefulness of the theoretic results presented is demonstrated via a numerical example.

贾新春;谢云飞;李宏鹏;范晓宇

山西大学 自动化与软件学院,山西 太原 030031山西大学 自动化与软件学院,山西 太原 030031山西大学 数学科学学院,山西 太原 030006山西大学 自动化与软件学院,山西 太原 030031

信息技术与安全科学

多智能体系统拒绝服务攻击虚假数据注入攻击事件触发机制预测估计器安全一致性

multi-agent systemsdenial-of-service attacksfalse data injection attacksevent-triggered mechanismprediction estima-torssecure consensus

《山西大学学报(自然科学版)》 2026 (1)

78-91,14

国家自然科学基金(6197320162373231)

10.13451/j.sxu.ns.2024020

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