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Path Algebra for Mobile Robots

机译:移动机器人的路径代数

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摘要

In this paper, we introduce a path algebra well suited for navigation in environments that can be abstracted as topological graphs. From this path algebra, we derive algorithms to reduce routes in such environments. The routes are reduced in the sense that they are shorter (contain fewer edges), but still connect the endpoints of the initial routes. Contrary to planning methods descended from Disjktra's Shortest Path Algorithm like D~*, the navigation methods derived from our path algebra do not require any graph representation. We prove that the reduced routes are optimal when the graphs are without cycles. In the case of graphs with cycles, we prove that whatever the length of the initial route, the length of the reduced route is bounded by a constant that only depends on the structure of the environment.
机译:在本文中,我们介绍了一种路径代数,非常适合在可以抽象为拓扑图的环境中进行导航。从这个路径代数中,我们得出了在这种环境下减少路线的算法。从较短的路径(包含较少的边)的角度来看,这些路径会减少,但仍会连接初始路径的端点。与Disjktra最短路径算法(例如D〜*)派生的规划方法相反,从我们的路径代数派生的导航方法不需要任何图形表示。我们证明了当图没有循环时,减少的路线是最优的。对于带有循环的图,我们证明无论初始路径的长度如何,简化路径的长度都由一个常数限制,该常数仅取决于环境的结构。

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