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Stable human-robot interaction control for upper-limb rehabilitation robotics

Juanjuan Zhang, Chien Chern Cheah, Steven H. Collins

发表年份
2013
引用次数
17

摘要

Research on rehabilitation robotics has been rising as a substitute to human practice to help neuro-damaged patients to restore impaired or lost functionalities. Most control methods for rehabilitative robotics do not consider the closed-loop system stability in presence of uncertainty of nonlinear dynamics, and conflicting movements between patient and robots. In this paper, we present a theoretical framework which allows rigorous stability analysis of human-robot interaction in rehabilitative robotic system. Position-dependant stiffness and desired trajectory are proposed to resolve the possible conflicts in motions between patient and robot. The proposed method also realizes the assist-as-needed policy and possesses the ability to be customized for operations during different stages of patient recovery. In addition, the proposed controller handles human-robot interactions in such a way that correct movements are encouraged and incorrect ones are suppressed to make the training process more effective. Experimental results are presented to illustrate the performance of the controller.

关键词

RoboticsRobotRehabilitation roboticsArtificial intelligenceTrajectoryController (irrigation)Computer scienceProcess (computing)Stability (learning theory)Control engineering

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