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A neuro-based adaptive training method for robotic rehabilitation aids

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3 Author(s)
Tsuji, T. ; Dept. of Ind. & Syst. Eng., Hiroshima Univ., Japan ; Harada, K. ; Kaneko, M.

In this paper, a new training method for robotic rehabilitation aids is proposed, in which only one neural network (NN) is simultaneously used in order to identify the dynamic properties of a human-robot system and give an assist to the trainee. The model used for identification of the dynamics of the human-robot system consists of the NN and a reference model which represents the main characteristic of a skilful operator. This paper explains the working principle of the training method and shows the validity of the proposed method through experiments by non-skilled operators.

Published in:

Robotics and Automation, 2001. Proceedings 2001 ICRA. IEEE International Conference on  (Volume:4 )

Date of Conference:

2001