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Mechatronic Design of a Human Robot Coupling Interface for Teaching by Demonstration

机译:人体机器人耦合界面的机械调整设计,以演示教学

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In this paper, we have developed a mechatronic human-robot coupling interface for kinaesthetic guidance based human robot teaching interface, by integration of a 6-axis force sensor, a coupling mechanism and wearable electromyography (EMG) arrays. Our design aims to transfer human operator's arm kinematics, force as well as human upper limb stiffness estimated from EMG signals to robot manipulators. Experiments have been carried out to test the teaching by demonstration performance of the coupling system in two scenarios: i) human teaching a robot for lifting up task; ii) human-robot skill transfer for one joint motion. Experimental results indicated that the coupling design nearly caused no disturbance to human upper limb stiffness estimation. Moreover, human arm kinematics and force/torque in task space can be transferred to the robot in a natural way with guaranteed safety. This coupling interface design can be easily extended to other robot platforms and has great potentials in application of human robot skill transfer.
机译:在本文中,我们开发了一种用于基于Kinaesthetic引导的人机机器人教学界面的机械式人机耦合界面,通过整合6轴力传感器,耦合机构和可穿戴电拍摄(EMG)阵列。我们的设计旨在转移人类操作员的ARM运动学,力量以及从EMG信号估计的人的上肢刚度到机器人操纵器。已经进行了实验,以测试通过两种情况的耦合系统的演示性能测试教学:i)人类教导机器人举起任务; ii)用于一个关节运动的人机技能转移。实验结果表明,耦合设计几乎对人的上肢刚度估计几乎没有干扰。此外,任务空间中的人臂运动学和力/扭矩可以以自然的方式转移到机器人,以保证安全。这种耦合界面设计可以轻松扩展到其他机器人平台,并且在人类机器人技能转移中具有很大的潜力。

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