一种基于极限环的分布式多机器人协同搜索算法

M. Wu, Feifei Huang, Long Wang, Ji-Ying Sun
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引用次数: 22

摘要

提出了一种基于极限环的多移动机器人协同狩猎算法。将基于模型的控制系统和基于行为的控制系统相结合,建立了一个强调每个机器人的自主性和智能的混合分布式控制系统。该算法一方面利用人工势场进行多机器人编队。另一方面,引入了基于极限环的算法,使机器人团队能够追逐运动目标,并最终以对称的圆形队形包围目标。此外,设计了避障方向控制律,解决了斥力和引力相互作用导致机器人冻结的问题。仿真结果表明了该方法在协同狩猎控制中的有效性和可靠性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Distributed Multi-Robot Cooperative Hunting Algorithm Based on Limit-cycle
This paper proposed a limit-cycle based algorithm for cooperative hunting task using multiple mobile robots. By integrating the model-based system and the behavior-based system, a hybrid distributed control system is established, which emphasizes on the autonomy and intelligence of each robot. On the one hand, the algorithm uses artificial potential field for multi-robot formation. On the other hand, the limit-cycle based algorithm is introduced to enable the robot team to pursue themoving target and ultimately encircle the target in a symmetrical circle formation. In addition, the paper designs a heading direction control law for obstacle avoidance, and solves the problem of robot freezing caused by counteraction between repulsion and attraction. Simulation results show the effectiveness and reliability of the proposed method in cooperative hunting control.
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