Adaptive head movements tracking algorithms for AR interface controlled telepresence robot

A. Shchekoldin, A. D. Shevyakov, Nikolay U. Dema, S. Kolyubin
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引用次数: 3

Abstract

The paper describes the design of the telepresence robot controlled via the head-mounted display equipped with an inertial measurement unit (IMU). To control the robot and the camera gimbal motion independently with only 3 DOF reference, we developed algorithms based on nonlinear filtering to process IMU measurements and capture head motion patterns. The system is adaptable to different operators' behaviour and works in real-time using only natural head movements. We implement this solution for shared autonomy remotely controlled robots with an augmented reality (AR) interface, which are in a rising demand for technical drills, monitoring and maintenance applications as well as for indoor guided tours.
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AR界面控制的远程呈现机器人自适应头部运动跟踪算法
本文介绍了一种通过头戴式显示器控制的远程临场感机器人,该头戴式显示器装有惯性测量单元(IMU)。为了在仅3自由度的情况下独立控制机器人和相机框架的运动,我们开发了基于非线性滤波的算法来处理IMU测量并捕获头部运动模式。该系统可适应不同操作员的行为,并且仅使用自然的头部运动即可实时工作。我们为具有增强现实(AR)接口的共享自主遥控机器人实施该解决方案,这些机器人在技术演习,监控和维护应用以及室内导游方面的需求不断增长。
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