Visual homing for a mobile robot using direction votes from flow vectors

Robert L. Stewart, Michael Mills, Hong Zhang
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引用次数: 2

Abstract

This paper investigates the problem of robot visual homing - the navigation to a goal location by a mobile robot using visual sensory input. The visual homing approach taken is to consider the flow vectors between a robot's current view and a desired milestone view. The flow vectors can be used to determine an angular velocity command that attempts to align the two views under a constant forward speed. Experiments with a mobile robot have been conducted following the teach-replay approach. By using a sequence of milestone images taken successively along a path, preliminary results show that a robot can successfully repeat the path and navigate to its goal autonomously. The method should be useful for route following and other applications involving visual navigation.
利用流向量的方向投票实现移动机器人的视觉归巢
研究了机器人视觉寻的问题——移动机器人利用视觉感官输入导航到目标位置。所采用的视觉导引方法是考虑机器人当前视图和期望的里程碑视图之间的流向量。流矢量可用于确定角速度命令,该命令试图在恒定的前进速度下对齐两个视图。用一个移动机器人进行了实验,实验遵循了教学-回放的方法。通过使用沿着路径连续拍摄的一系列里程碑图像,初步结果表明机器人可以成功地重复路径并自主导航到目标。该方法对于路线跟踪和其他涉及视觉导航的应用程序应该是有用的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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