多机器人系统中最佳区域覆盖和连接的协作方法

Zineb Laouici, Mami Mohammed Amine, Khelfi Mohamed Fayçal
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引用次数: 9

摘要

本文解决了使用多个机器人覆盖开放区域的问题。本文提出了一种启发式算法来最大化移动机器人团队的区域覆盖并保持连通性。该算法采用传播波的原理来引导机器人的运动。这个波从一个点开始,以规则的方式传播。因此,在每一步中,中央机器人利用其直接邻居的足够数量的机器人在它周围制造一个波。移动机器人协调确定下一个要到达的目的地,从而使覆盖时间和行进距离最小化。此外,机器人网络的开销信息较少,因为每个机器人只与它指导的邻居通信。我们还提出了一种在失败情况下自我重新部署的方法。仿真结果验证了该方法的有效性。
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Cooperative approach for an optimal area coverage and connectivity in multi-robot systems
This paper addresses the problem of covering an open area by using multiple robots. Our paper proposes a heuristic algorithm to maximize area coverage of mobile robots team and maintain connectivity. This algorithm adopts the principle of spreading a wave in order to guide the movements of robots. This wave starts from a point and spreading in regular way. So in each step, the central robot builds a wave around it using the adequate robots from its direct neighbors. The mobile robots coordinate to determine the next destinations to reach, so the coverage time and traveled distance is minimized. Also the robots network has less overhead messages because each robot communicates only with it directs neighbors. We present also an approach for self-redeployment in case of failure. The simulation results are presented to validate the performance of our approach.
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