基于时间同步超声传感器的机器人交会探测

Trifun Savic, Said Alvarado-Marin, F. Maksimovic, T. Watteyne
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引用次数: 0

摘要

在本文中,我们提出了RRDV,一个机器人对机器人相遇检测系统。我们使用低成本的超声波传感器和时间同步移动机器人来检测两个机器人何时面对对方。超声波测距由计算机上的控制应用程序触发。应用程序向网关发送一个测距命令,网关通过无线电将其广播给移动机器人。机器人将其超声波触发针与帧开始事件同步,并使用时分多址(TDMA)发送测量距离的通知。然后,系统通过搜索两个机器人报告的距离差小于1厘米的时间戳来找到相遇。在目前的实现中,系统实现了20hz的距离测量更新速率。用5个由用户控制随机移动的移动机器人对RRDV进行了实验验证。我们实现了一种计算机视觉(CV)算法,用于跟踪移动机器人的移动,并检测它们何时面对彼此。采用CV算法作为实验评价的基础真值。结果表明,当机器人遭遇持续时间大于5秒时,96.7%的机器人成功被检测到。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
RRDV: Robots Rendez-Vous Detection Using Time-Synchronized Ultrasonic Sensors
In this paper we propose RRDV, a system for robot-to-robot encounter detection. We use low-cost ultrasound sensor and time-synchronized mobile robots to detect when two robots are facing one another. Ultrasound ranging is triggered by the control application on a computer. The application sends a ranging command to the gateway, which broadcasts it to the mobile robots over the radio. Robots synchronize their ultrasound trigger pin with the start of frame event and send back the notifications with measured distances using Time-Division Multiple Access (TDMA). The system then finds the encounters by searching for timestamps where the difference in distance reported by two robots is less then 1 cm. In the current implementation, the system achieves a 20 Hz distance measurement update rate. RRDV is validated experimentally using 5 mobile robots which are controlled by the users and moved randomly. We implemented a Computer Vision (CV) algorithm for tracking mobile robots as they move and detect when they are facing one another. The CV algorithm is used as the ground truth for the experimental evaluation. The results show 96.7% successfully detected robot encounters, when the duration of the encounter is more than 5 s.
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