Iterative Learning Synchronization of Robotic Rehabilitation Tasks

A. Duschau-Wicke, J. von Zitzewitz, R. Banz, R. Riener
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引用次数: 18

Abstract

Functional and task-oriented robotic rehabilitation training can be improved by the interaction of the patient with real-world objects. If these objects are not directly coupled to the robot, a synchronization of robot and object is required, comparable to a calibration between the end effector of an industrial robot and a work piece. Such synchronization prevents from safety hazards and unwanted tension forces at the man-machine interface between robot and patient or patient and object. In this paper, we propose a combination of an iterative learning synchronization (ILS) and an immediate error correction (IEC) technique to automate such synchronization processes. The feasibility of these methods is demonstrated by using them to automatically synchronize the gait rehabilitation robot Lokomat with a treadmilL.
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机器人康复任务的迭代学习同步
功能和任务导向的机器人康复训练可以通过患者与现实世界物体的互动来改善。如果这些对象不直接耦合到机器人上,则需要机器人和对象的同步,类似于工业机器人的末端执行器和工件之间的校准。这种同步可以防止机器人与患者或患者与物体之间的人机界面产生安全隐患和不必要的张力。在本文中,我们提出了一种迭代学习同步(ILS)和即时纠错(IEC)技术的组合来实现这种同步过程的自动化。通过步态康复机器人Lokomat与跑步机的自动同步,验证了这些方法的可行性。
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