非结构化环境下的时间同步多机器人覆盖算法

Tae-Shin Kim, Young-Ho Lee, Jong-Koo Park, Tae-Yong Kuc, S. Ji, Sang-Moo Lee, Y. Moon
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引用次数: 5

摘要

研究了协作移动机器人时间同步覆盖控制的设计问题。该算法提供了一种覆盖控制方法,该方法不仅考虑每个移动机器人的机动性特征进行任务分配,而且生成机器人速度轮廓,在约束时间内同步完成覆盖。由于机器人覆盖工作的环境被建模为机器人要访问的一组地点,因此所推导的覆盖算法及其控制方法既适用于结构化的工作空间,也同样适用于非结构化的工作环境。在确定覆盖操作期间每个机器人访问的位置数量时,使用从最小时间速度剖面导出的时间指标来比较机器人的性能。一旦确定了每个机器人的位置集,就会生成相应的路径树和速度剖面,以便同步执行覆盖工作。通过对一组具有不同运动特性的移动机器人进行仿真,证明了在约束时间内同步群体覆盖的完备性。所导出的覆盖控制器还考虑了利用有限势函数方法避免移动机器人在拥挤环境中的碰撞问题。
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A time synchronized multi-robot coverage algorithm for unstructured environment
This paper considers a design problem for time synchronized coverage control of cooperative mobile robots. The derived algorithm provides a coverage control which not only considers the mobility characteristic of each mobile robot for task allocation but generates robot velocity profile for synchronized coverage completion within the constrained time. Since the environment for robot coverage work is modeled as a set of locations to visit by robots, the derived coverage algorithm and its control method are equally well suited to an unstructured working environment as to the structured work space. In determining the number of locations for each robot to visit during coverage operation, a time index derived from the minimum time velocity profile is used for the comparison of robot performance. Once the set of locations has been determined for each robot, the corresponding path tree and velocity profile are generated for synchronized execution of coverage work. The completeness of synchronized group coverage within the constrained time is proven through simulation for a group of mobile robots with different motor characteristics. An additional consideration by the derived coverage controller is collision avoidance of mobile robots in a crowded environment with the aid of finite potential function approach.
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