Space-time area coverage control for robot motion synthesis

V. Ivan, S. Vijayakumar
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引用次数: 6

Abstract

We propose a novel method for representing the interaction of a robot and an object. We create a virtual surface by taking a chain of linear segments attached to the robot links, we spatially extrude them in time, and we then compute the coverage of this surface around the object. Our approach uses a technique based on computation of electric flux, borrowed from electro dynamics. The advantage of using this method is that it is invariant to the relative transformations of the virtual surface, which makes it suitable as a complementary term in a cost function when constructing a multi-objective problem. We demonstrate the different types of interactions this method can represent, and how it can be integrated into trajectory optimisation based motion planners. We also demonstrate a practical application of such representation on a real robot.
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机器人运动综合的时空区域覆盖控制
我们提出了一种新的方法来表示机器人和物体之间的相互作用。我们创建了一个虚拟的表面,通过将一串线段连接到机器人的连杆上,我们在空间上及时地挤压它们,然后我们计算这个表面在物体周围的覆盖范围。我们的方法采用了一种基于电通量计算的技术,借鉴了电动力学。该方法的优点是它对虚曲面的相对变换是不变的,适于在构造多目标问题时作为代价函数的补充项。我们演示了这种方法可以代表的不同类型的交互,以及如何将其集成到基于轨迹优化的运动规划器中。我们还演示了这种表示在真实机器人上的实际应用。
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