Improvements in motion learning system using Force Reverse Presentation Control with variable force and time

Keishi Okuda, Yusuke Suzuki, K. Ohnishi
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引用次数: 4

Abstract

In this paper, Force Reverse Presentation Control (FRPC) with variable force and time is proposed for skill transfer. FRPC is composed of two parts; motion saving system and motion learning system. In motion saving system, motion of skilled operator is saved by using master-slave bilateral control. In motion learning system, the slave robot (Robot1) reproduces the saved motion, and master robot (Robot2) is operated by the learner. The learner imitates the Robot1 for skill transfer. FRPC is utilized in the Robot2, which produces reverse force of the skilled operator. The learner can learn the motion information by imitating the Robot1 and operating the Robot2. Effective skill transfer is achieved with the reproduction algorithm. The validity of the proposed method is confirmed by simulation and experiments.
利用可变力和时间的力反向呈现控制改进运动学习系统
本文提出了一种力和时间可变的力反向呈现控制方法。FRPC由两部分组成;动作保存系统和动作学习系统。在动作保存系统中,采用主从双向控制的方式保存熟练操作者的动作。在运动学习系统中,从机器人(Robot1)复制保存的运动,主机器人(Robot2)由学习者操作。学习者模仿机器人进行技能转移。在Robot2中使用了FRPC,它可以产生熟练操作员的反向力。学习者通过模仿Robot1和操作Robot2来学习运动信息。通过复制算法实现了有效的技能迁移。仿真和实验验证了该方法的有效性。
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