Real time path planning for a class of torpedo-type AUVs in unknown environment

Ji-Hong Li, Munjik Lee, Sang-Hyun Park, Jong-Gel Kim
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引用次数: 12

Abstract

This paper presents a path planning scheme for a class of torpedo-type AUVs in unknown environments. Consider the case where an underactuated vehicle (similar to a carlike robot) is travelling in completely unknown environments. In this case, due to deficiency of necessary information, quite number of graph generation and corresponding graph searching methods cannot be directly applicable. In this paper, a VRBVG (virtual rubber band visibility graph) method is proposed to generate a visibility graph under the assumption that Cunknown (outside of the vehicle's sonar coverage) does not include any obstacle. Using this graph, a simple A* search algorithm with the travelling time taken as the heuristic cost function is applied to find a path. Since the environment is unknown, the proposed planning method can only provide kind of suboptimal path.
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未知环境下鱼雷型水下航行器的实时路径规划
提出了一类鱼雷型水下航行器在未知环境下的路径规划方案。考虑在完全未知的环境中行驶的欠驱动车辆(类似于汽车机器人)的情况。在这种情况下,由于缺乏必要的信息,大量的图生成和相应的图搜索方法不能直接适用。本文提出了一种VRBVG(虚拟橡皮筋可见度图)方法,在未知(车辆声纳覆盖范围外)不包含任何障碍物的假设下生成能见度图。利用这张图,采用简单的a *搜索算法,以行驶时间作为启发式代价函数来寻找路径。由于环境是未知的,所提出的规划方法只能提供一种次优路径。
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