基于多传感器融合的机器人遥操作手持设备设计

Lingzi Xie, Darong Huang, Zhenyu Lu, Ning Wang, Chenguang Yang
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引用次数: 0

摘要

精确的领导者-追随者控制是远程操作的关键。本文设计并实现了一种低成本的单侧遥操作先导装置。利用基于基准标记的单目视觉和MEMS惯性测量单元(IMU)构成手持设备的位姿感知系统。为了提高定位输出频率和处理基准标记的运动模糊,采用误差状态卡尔曼滤波(ESKF)将IMU数据和视觉信息融合。通过装配实验验证了该装置的有效性和融合算法的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Handheld Device Design for Robotic Teleoperation based on Multi-Sensor Fusion
Precise leader-follower control is critical for teleop- eration. This paper designs and implements a low-cost leader device for unilateral teleoperation scenario. Monocular vision based on fiducial markers and MEMS Inertial Measurement Unit (IMU) are utilized to constitute the pose sensing system of the handheld device. To increase the positioning output frequency and deal with the motion blur of the fiducial markers, the IMU data and vision message are fused by an Error State Kalman Filter (ESKF). An assembly experiment was carried out to verify the effectiveness of the proposed device and the feasibility of the fusion algorithm.
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