具有一般线性节点动力学的交换有向网络的一致性控制

G. Wen, Wenwu Yu, Jinde Cao, G. Hu, Guanrong Chen
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引用次数: 7

摘要

研究了具有一般线性节点动态和交换平衡有向拓扑的多智能体系统的分布式一致性控制问题。利用代数图论和交换系统理论的工具,证明了当协议的反馈增益矩阵设计合理且相邻智能体之间的耦合强度大于某个阈值时,具有交换平衡有向拓扑的闭环线性多智能体系统可以实现分布式一致性。进一步讨论了达成共识的收敛速度。有趣的是,我们发现如果每个agent都是可控的,可以保证任意给定的大收敛速率。通过数值模拟验证了本文的研究结果。
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Consensus control of switching directed networks with general linear node dynamics
Distributed consensus control for multi-agent systems with general linear node dynamics and switching balanced directed topologies is addressed in this paper. By using tools from algebraic graph theory and switching systems theory, it is proved that distributed consensus in the closed-loop linear multiagent systems with switching balanced directed topologies can be achieved if, the feedback gain matrix of the protocol is appropriately designed and the coupling strength among neighboring agents is larger than a threshold value. The convergence rate for the achievement of consensus is further discussed. Interestingly, it is found that an arbitrarily given large convergence rate can be guaranteed if each agent is controllable. The proposed results are verified through numerical simulations.
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