网络拓扑
服务拒绝攻击
计算机科学
多智能体系统
控制理论(社会学)
李雅普诺夫函数
共识
理论(学习稳定性)
状态空间
分布式计算
数学优化
拓扑(电路)
控制(管理)
数学
人工智能
计算机网络
组合数学
机器学习
互联网
物理
统计
万维网
非线性系统
量子力学
作者
Xiaona Song,Xiangliang Sun,Shuai Song,Yijun Zhang
出处
期刊:IEEE Systems Journal
[Institute of Electrical and Electronics Engineers]
日期:2022-11-11
卷期号:17 (2): 3047-3058
被引量:14
标识
DOI:10.1109/jsyst.2022.3218082
摘要
This article investigates the secure consensus control for a class of multiagent systems (MASs). Considering the spatial dynamic behaviors of each agent, the model based on parabolic partial differential equations (PDE) is developed, which means the evolution of MASs' state with space and time is taken into account. In contrast to traditional consensus studies, this article considers the leader-following consensus control for MASs with Markovian switching topology and spatial distribution characteristic under replay and denial-of-service (DoS) attacks. The system is guaranteed to achieve asymptotical stability by the method of segmented Lyapunov functions with the requirement that all topologies have a directed spanning tree with the leader as the root. Additionally, to save communication resources in PDE-based MASs, an improved dynamic event-triggered mechanism is employed, and it can improve the dynamic performance of the system compared to the traditional ones. Finally, a numerical example and comparative analysis are provided to verify the work in this article.
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