基于预记录图像序列的移动机器人自主导航

Takayuki Ohno, A. Ohya, S. Yuta
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引用次数: 62

摘要

本研究的目的是在没有任何环境地图的情况下,利用参考预录图像实现移动机器人的自主导航。本研究的导航策略是从真实图像中连续估计参考机器人与当前机器人之间的位置和方向差异,并将其用于运动控制命令。在本文中,我们只使用图像中的垂直线作为提取特征,并提出了计算两幅图像的位置和方向估计差值的方法。最后给出了实际移动机器人的仿真和实验结果,并对其可靠性进行了检验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Autonomous navigation for mobile robots referring pre-recorded image sequence
The purpose of this study is to realize autonomous navigation of a mobile robot with reference pre-recorded images, without any environment maps. The strategy of navigation in this research is that the differences of position and orientation of robot between the reference one and the present one are continuously estimated from true images, and are used in the locomotion control commands. In this paper, we use only vertical lines in the image as extracted features, and propose the method to calculate the estimated differences of position and orientation from two images. We also show some results of simulations and experiments using an actual mobile robot, and examine its reliability.
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