多机器人编队的动态控制

Yangmin Li, Xin Chen
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引用次数: 12

摘要

本文研究了多机器人编队问题。通常机器人只能处理由邻接图描述的局部信息。基于图论定义了编队结构误差,提出了一种基于神经网络鲁棒控制的个体机器人局部控制策略,保证机器人收敛到唯一的编队。并从两个方面对其性能进行了探讨:一是地层形成过程中的动态特性;二是编队过程中的避障问题。
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Dynamic control of multi-robot formation
The issue of multi-robot formation is address in this paper. Usually robots can only handle local information described by an adjacency graph. We define structure error of formation based on the graph theory and propose a local control strategy for individual robot based on NN control with robust term which can ensure robots converge to a unique formation. Furthermore we discuss the performance on two aspects: the first one is dynamic characteristics during formation process; the second one is obstacle avoidance during formation.
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