New Conditions for Consensus of Second-Order Multi-agent Systems

被引:1
|
作者
Cheng, Shan [1 ]
Huo, Lu Jing [2 ]
机构
[1] Zhejiang Univ Technol, Coll Sci, Hangzhou 310023, Peoples R China
[2] Beijing Normal Univ Zhuhai, Sch Appl Math, Zhuhai 519085, Peoples R China
关键词
Consensus; Second-order multi-agent systems; Convergence rate; VELOCITY-MEASUREMENTS; NETWORKS; AGENTS; SYNCHRONIZATION; ALGORITHMS; DYNAMICS;
D O I
10.1007/s40998-021-00471-4
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This note studies the consensus problems of second-order multi-agent systems in terms of the system parameters, including the inertia, the velocity damping and the coupling strength. Based on matrix theories, the convergence conditions for two kinds of multi-agent systems to reach consensus are respectively derived. The conditions indicate that the network structure of multi-agent systems can be optimized by adjusting the system parameters. Under these conditions, the second-order multi-agent systems have the similar properties to the first-order multi-agent systems that increasing the coupling strength of relative positions, or relative velocities between neighboring agents can improve the convergence rate when the directed graph has a directed spanning tree. The results may serve as a mechanism for designing networked systems for the sake of improving the convergence rate and reducing the consumption of energy.
引用
收藏
页码:603 / 608
页数:6
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