多智能体系统的群集跟踪控制

E. Joelianto, A. Sagala
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引用次数: 4

摘要

针对多智能体自主直升机模型的群集问题,提出了群体跟踪控制方法。定义了无leader的三角形群体,并利用群体跟踪的概念实现了该群体。该群集控制设计由两个控制器组成,即产生群中心的群控制器和跟踪群中心的跟踪控制器。采用标准线性二次法设计了各智能体的跟踪控制器。性能二次指标中的权重矩阵、比例导数(PD)控制器和群体模型参数决定了群体的瞬态性能。
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Swarm tracking control for flocking of a multi-agent system
The paper presents swarm tracking control for flocking of multi-agent autonomous helicopter models. The flocking is defined for a triangular shape without a leader and implemented by using swarm tracking concept. The flocking control design consists of two controllers, i.e. the swarm controller that generates a swarm center and the tracking controller that tracks the swarm center. The tracking controller for each agent is designed by using the standard linear quadratic method. The weighting matrices in the performance quadratic index, the proportional-derivative (PD) controller and the parameters of the swarm model determine the transient performances of the flocking formation.
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