An improved algorithm for coordination control of multi-agent system based on r-limited voronoi partitions

Q. Jiang
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引用次数: 16

Abstract

An improved distributed coordination algorithm for multi-agent system is presented. Combined an coverage control method with rolling window method (RWM) based on r-limited Voronoi partitions, the algorithm has a natural priority to safety, goal convergence, and formation keeping, even if the location and shape of all existing obstacles are unavailable. The theoretical properties are discussed in the paper and there are numerical simulations illustrating its efficiency.
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基于r-限voronoi分区的多智能体系统协调控制改进算法
提出了一种改进的多智能体系统分布式协调算法。该算法将覆盖控制方法与基于r-limited Voronoi分区的滚动窗口方法(RWM)相结合,即使无法获得所有现有障碍物的位置和形状,也具有安全、目标收敛和队形保持的天然优先级。本文讨论了该方法的理论特性,并通过数值模拟说明了其有效性。
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