Online approach in adapting user characteristic for robotic walker control

O. Chuy, Y. Hirata, K. Kosuge
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引用次数: 6

Abstract

This paper propose an online approach to adapt user's controlling characteristic for robotic walker control. This approach is based on relocating the center of rotation (COR) of the robotic walker and it si implemented online in training. This study aims to aid users that have difficulties in controlling their walking support system. To adapt user's controlling characteristics, a user is to follow some training path and the error between the training and actual path is used to change the COR of the system. This training process is done until the user can successfully follow the training path. Several training paths are considered and the relationship between user's intention in the form of applied force/torque and the new COR is taken. This relationship is used in the actual control implementation of a variable COR. Experimentation and evaluation are presented to show the validity of the proposed approach.
机器人步行控制中自适应用户特征的在线方法
本文提出了一种适应用户控制特性的在线机器人行走控制方法。该方法基于机器人步行器旋转中心的重新定位,并在训练中在线实现。这项研究旨在帮助那些在控制行走支持系统方面有困难的用户。为了适应用户的控制特性,用户按照一定的训练路径运动,并利用训练路径与实际路径之间的误差来改变系统的COR。这个训练过程一直持续到用户能够成功地遵循训练路径为止。考虑了几种训练路径,并采取了以施加的力/扭矩形式的用户意图与新的COR之间的关系。将该关系应用于某变量的实际控制实现中,并通过实验和评价验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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