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A New Control Approach for a Robotic Walking Support System in Adapting User Characteristics

机译:适应用户特征的机器人步行辅助系统的新控制方法

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This paper proposes a new control approach for a robotic walking support system to adapt a user's controlling characteristic. The control approach will be implemented by changing the kinematic structure of the robotic walking support system based on a variable center of rotation. This new control approach aims to help users who have difficulties in controlling their walking support system. In this study, we have a training stage to evaluate and adapt user's controlling characteristics. This will be implemented by allowing the user to follow some training paths. In the event a large path error occurs, a learning algorithm will vary the center of rotation of the support system until the user can successfully follow the training path. The relationship between the user intent in the form of applied force/torque and the new center of rotation will be taken by considering several training paths. This relationship will be used in actual control of the robotic walking support system. Experimentation and evaluation are presented to show the validity of the proposed control algorithm
机译:本文提出了一种新的机器人行走支撑系统控制方法,以适应用户的控制特性。通过基于可变的旋转中心改变机器人步行支撑系统的运动学结构来实现控制方法。这种新的控制方法旨在帮助在控制步行辅助系统方面遇到困难的用户。在这项研究中,我们有一个训练阶段来评估和适应用户的控制特征。这将通过允许用户遵循一些训练路径来实现。万一发生大的路径错误,学习算法将改变支撑系统的旋转中心,直到用户成功遵循训练路径。通过考虑几种训练路径,可以得出施加力/转矩形式的用户意图与新的旋转中心之间的关系。该关系将用于机器人步行支持系统的实际控制中。实验和评估表明该控制算法的有效性。

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