连续区域清扫:一种任务定义和初步方法

Mazda Ahmadi, P. Stone
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引用次数: 31

摘要

随着移动机器人在很长一段时间内变得越来越自主,它们在重复性任务上的使用机会就出现了。我们定义并实现了一类这样的任务的行为,我们称之为连续区域清扫任务。连续区域清扫任务是一个机器人(或一组机器人)必须重复访问固定区域内的所有点,可能以不均匀的频率,由任务相关的成本函数指定。需要持续区域清扫的问题的例子是大型建筑物中的垃圾清除和例行监视。我们提出了这个问题的一个公式和一个初始算法来解决它。对该方法进行了分析,并在仿真和物理机器人上进行了充分的实现和测试
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Continuous area sweeping: a task definition and initial approach
As mobile robots become increasingly autonomous over extended periods of time, opportunities arise for their use on repetitive tasks. We define and implement behaviors for a class of such tasks that we call continuous area sweeping tasks. A continuous area sweeping task is one in which a robot (or group of robots) must repeatedly visit all points in a fixed area, possibly with non-uniform frequency, as specified by a task-dependent cost function. Examples of problems that need continuous area sweeping are trash removal in a large building and routine surveillance. We present a formulation for this problem and an initial algorithm to address it. The approach is analyzed analytically and is fully implemented and tested, both in simulation and on a physical robot
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