具有交换有向拓扑的非线性多智能体系统的一致性跟踪

G. Wen, Z. Duan, Zhongkui Li, Guanrong Chen
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引用次数: 10

摘要

本文研究了一类具有lipschitz型节点动态的多智能体系统在单个领导者存在下的分布式共识跟踪问题。本工作的主要贡献在于解决了共识跟踪问题,而没有过度理想化地假设动态代理之间的通信拓扑是强连接和固定的。设计了一种仅基于相邻代理之间相对状态的分布式协议。然后,利用非负矩阵分析和切换系统理论的工具,从理论上证明了具有切换有向拓扑的闭环多智能体网络中,如果从leader到follower总存在一条有向路径,且控制参数选择合适,则可以实现共识跟踪。
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Consensus tracking of nonlinear multi-agent systems with switching directed topologies
This paper addresses the distributed consensus tracking problem for a class of multi-agent systems with Lipschitz-type node dynamics in the presence of a single leader. The main contribution in the present work is to solve the consensus tracking problem without the over-idealized assumption that the communication topology among dynamic agents is strongly connected and fixed. A distributed protocol based only on the relative states between neighboring agents is designed. Then, by using tools from nonnegative matrix analysis and switching systems theory, it is theoretically shown that consensus tracking in a closed-loop multi-agent network with a switching directed topology can be achieved if there always exists a directed path from the leader to each follower, with the control parameters suitably selected.
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