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Person Following Robotic Suitcase

机译:跟随机器人手提箱的人

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摘要

The project aims to build a robotic suitcase capable of vision-based person following using a single camera. A mechanical drive system was designed and attached to a normal suitcase to allow autonomous movement. The robotic suitcase was able to reach 1.7 m/s at no load and 0.9 m/s when loaded to 10kg. Person following algorithm was implemented by tracking the person's shirt based on the color and using PID controller on the centroid position of the red region for heading control and its bounding rectangle contour height for distance control. The robotic suitcase was tested in a straight walking path and a path with a 45 degree turn, 3 different loads and two speed levels. The results show that the developed robotic suitcase performed better at light loads and decreases with heavier loads. It also performed better on the simpler path and during slower walking speed which is caused by wheel slippage at heavy loads.
机译:该项目旨在建立一个能够使用单个摄像头跟踪视力的人的机器人手提箱。设计了一个机械驱动系统,并将其安装到普通手提箱上,以实现自主移动。机器人手提箱在空载时能够达到1.7 m / s,在重达10kg时能够达到0.9 m / s。通过根据颜色跟踪人的衬衫并在红色区域的质心位置上使用PID控制器进行航向控制,并使用其边界矩形轮廓高度进行距离控制来实现人跟踪算法。该机器人手提箱在直走路径和45度转弯,3种不同负载和两种速度等级的路径上进行了测试。结果表明,开发的机器人手提箱在轻载下表现更好,而在重载下表现出下降。在较重的负载下,由于车轮打滑,在较简单的路径上和较慢的行走速度下,它的性能也更好。

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