视觉驱动六足机器人自动爬楼梯算法研究

Yangmuzi Zhang, Shengjie Yang, Yunting Jia, Xuan Xiao, Jianming Wang, Yunhai Gao
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引用次数: 0

摘要

针对视觉驱动的六足机器人,提出了一种自动爬楼梯算法。视觉系统基于yolov3对楼梯进行识别和定位,然后实时检测楼梯的相关数据。在此基础上,算法根据爬楼梯策略生成相应的运动计划。为了验证我们的算法,构建了一个视觉驱动的六足机器人,并在多组楼梯设置中进行了物理实验。实验结果表明,该算法具有良好的测量精度和环境适应性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Algorithm of Automatic Stair Climbing for a Vision-driven Hexapod Robot
In this paper, an automatic stair climbing algorithm is proposed for a vision-driven hexapod robot. The vision system recognizes and locates the stairs based on yolov3, and then detects the relevant data of the stairs in real time. On the basis, the algorithm can generate the corresponding motion plan according to the stair climbing strategy. To validate our algorithm, a vision-driven hexapod robot was constructed and tested in physical experiments in the setting of multiple sets of stairs. The experimental results show that our algorithm has a good measurement accuracy and good environmental adaptability.
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