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BeAMS: A Beacon-Based Angle Measurement Sensor for Mobile Robot Positioning

机译:BeAMS:基于信标的角度测量传感器,用于移动机器人定位

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摘要

Positioning is a fundamental issue in mobile robot applications, and it can be achieved in multiple ways. Among these methods, triangulation based on angle measurements is widely used, robust, accurate, and flexible. This paper presents BeAMS, a new active beacon-based angle measurement system used for mobile robot positioning.BeAMS introduces several major innovations. One innovation is the use of a unique unsynchronized channel with On-Off Keying modulated infrared signals to measure angles and to identify the beacons. We also introduce a new mechanism to measure angles: our system detects a beacon when it enters and leaves an angular window. We show that the estimator resulting from the center of this angular window provides an unbiased estimate of the beacon angle. A theoretical framework for a thorough performance analysis of BeAMS is provided. We establish the upper bound of the variance and validate this bound through experiments and simulations; the overall error measure of BeAMS is lower than 0.24 deg for an acquisition rate of 10 Hz.In conclusion, BeAMS is a low power, flexible, and robust solution for angle measurement, and a reliable component for robot positioning.
机译:定位是移动机器人应用程序中的一个基本问题,可以通过多种方式实现。在这些方法中,基于角度测量的三角剖分被广泛使用,鲁棒,准确和灵活。本文介绍了BeAMS,这是一种用于移动机器人定位的新型基于主动信标的角度测量系统.BeAMS引入了几项重大创新。一种创新是使用具有开关键控调制红外信号的独特非同步通道来测量角度和识别信标。我们还引入了一种测量角度的新机制:我们的系统在进入和离开角度窗口时检测到信标。我们表明,由该角度窗口的中心得出的估计器提供了信标角的无偏估计。提供了对BeAMS进行全面性能分析的理论框架。我们确定方差的上限,并通过实验和模拟验证该上限;对于10 Hz的采集速率,BeAMS的总体误差度量低于0.24度。总而言之,BeAMS是一种低功耗,灵活且坚固的角度测量解决方案,并且是机器人定位的可靠组件。

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