Non-Contacting Two-Dimensional Position Estimation using an External Magnet and Monocular Computer Vision

Navaneeth Pushpalayam, Lee Alexander, Rajesh Rajamani
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Abstract

Abstract This paper develops a position estimation system for a robot moving over a two-dimensional plane with three degrees-of-freedom. The position estimation system is based on an external rotating platform containing a permanent magnet and a monocular camera. The robot is equipped with a two-axes magnetic sensor. The rotation of the external platform is controlled using the monocular camera so as to always point at the robot as it moves over the 2D plane. The radial distance to the robot can then be obtained using a one-degree-of-freedom nonlinear magnetic field model and a nonlinear observer. Extensive experimental results are presented on the performance of the developed system. Results show that the position of the robot can be estimated with sub-mm accuracy over a radial distance range of +/−60 cm from the magnet.
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基于外部磁体和单目计算机视觉的非接触二维位置估计
摘要:本文开发了一种机器人在三自由度二维平面上运动的位置估计系统。位置估计系统基于一个外部旋转平台,该平台包含一个永磁体和一个单目摄像机。该机器人配备了一个双轴磁传感器。外部平台的旋转由单目摄像机控制,以便机器人在二维平面上移动时始终指向机器人。然后利用一自由度非线性磁场模型和非线性观测器得到机器人的径向距离。对所开发的系统的性能进行了大量的实验结果。结果表明,在距离磁铁+/−60 cm的径向距离范围内,机器人的位置可以以亚毫米精度估计。
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