Decentralized reactive control of robotic teams for cooperative sweep coverage of corridor-like environments*

A. Matveev, P. Konovalov
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Abstract

A group of non-communicating robots has to organize themselves into the densest possible barrier across the width of an unknown corridor-like scene and to ensure that this barrier moves along the corridor with a pre-specified speed. The robots do not know their total number and cannot distinguish between the partners, every of them determines the relative positions of neighboring objects only within a short range of visibility. A decentralized control law is presented that solves this mission, individually operates at any robot, is common for all of them and reactive, i.e., immediately converts observation data into control in a reflex-like fashion. Scenarios where the team size is increased or decreased, respectively, in the course of operation are also elaborated. The control law is justified via a mathematically rigorous global convergence result for corridors with straight parallel walls, and its performance is confirmed for more general corridors via computer simulation tests.
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机器人团队的分散反应控制,用于走廊式环境的协同扫描覆盖*
一组不能交流的机器人必须在一个未知的类似走廊的场景中组织成尽可能密集的障碍物,并确保这个障碍物以预先指定的速度沿着走廊移动。机器人不知道自己的总数,也无法区分伙伴,每个机器人只能在很短的可见范围内确定相邻物体的相对位置。提出了一种分散的控制律来解决这一任务,在任何机器人上单独操作,对所有机器人都是通用的,并且是反应性的,即立即将观察数据以类似反射的方式转换为控制。在操作过程中,分别阐述了团队规模增加或减少的场景。通过数学上严格的全局收敛结果证明了该控制律对具有直平行壁的走廊的正确性,并通过计算机仿真试验验证了该控制律对更一般走廊的有效性。
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