线性多智能体系统的无领导共识:矩阵分解方法

Shaolei Zhou, Wei Liu, Qingpo Wu, Gao-yang Yin
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引用次数: 25

摘要

研究具有静态和动态共识控制器的线性多智能体系统的无领导共识问题。通信拓扑由包含生成树的有向图来建模。对图拉普拉斯矩阵进行了一种特殊类型的矩阵分解,它可以被分解成两个特定矩阵的乘积。基于图拉普拉斯矩阵的这一性质,提出了一种新的无领导共识问题的分析方法,通过适当的变量变换,将共识问题转化为低维系统的镇定问题。基于李雅普诺夫稳定性分析和代数图理论,得到了该方法的充分条件。最后,通过数值模拟验证了理论结果的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Leaderless Consensus of Linear Multi-agent Systems: Matrix Decomposition Approach
This paper considers the leaderless consensus problem of linear multi-agent systems with static and dynamic consensus controllers. The communication topology is modeled by a directed graph which contains a spanning tree. A special type of matrix decomposition is performed on the graph Laplacian matrix which can be factored into the product of two specific matrices. Base on this property of graph Laplacian matrix, a novel analysis approach for leaderless consensus problem is introduced in which the consensus problem can be converted into a stabilization problem of a system with lower dimensions by performing a proper variable transformation. Sufficient conditions are obtained based on Lyapunov stability analyses and algebraic graph theory. Finally, numerical simulations are provided to illustrate the effectiveness of the theoretical results.
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