代数图论
共识
多智能体系统
控制理论(社会学)
Lyapunov稳定性
李雅普诺夫函数
计算机科学
理论(学习稳定性)
转化(遗传学)
数学
事件(粒子物理)
图形
图论
线性系统
拓扑(电路)
数学优化
非线性系统
理论计算机科学
人工智能
机器学习
物理
控制(管理)
量子力学
数学分析
生物化学
化学
组合数学
基因
作者
Changyuan Tian,Kaien Liu,Zhijian Ji
标识
DOI:10.1080/00207721.2021.2023687
摘要
This paper is concerned with adaptive event-triggered consensus of general linear multi-agent systems (MASs). Leaderless consensus and leader-following consensus are both considered. In order to avoid dependence on global information about system topology and reduce communication frequency, distributed adaptive event-triggered consensus protocols are designed. Through model transformation, the consensus problems of MASs are transformed into the stability problems of the corresponding error systems. By using algebraic graph theory and Lyapunov stability theory, some sufficient criteria for MASs to achieve consensus are obtained. Meanwhile, it is proved that the proposed event-trigger conditions can exclude Zeno behaviour effectively. One simulation example is provided to validate the effectiveness of obtained theoretical results.
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