Title :
An exoskeletal robot for human elbow motion support-sensor fusion, adaptation, and control
Author :
Kiguchi, Kazuo ; Kariya, Shingo ; Watanabe, Keigo ; Izumi, Kiyotaka ; Fukuda, Toshio
Author_Institution :
Dept. of Adv. Syst. Control Eng., Saga Univ., Japan
fDate :
6/1/2001 12:00:00 AM
Abstract :
In order to help everyday life of physically weak people, we are developing exoskeletal robots for human (especially for physically weak people) motion support. In this paper, we propose a one degree-of-freedom (1 DOF) exoskeletal robot and its control system to support the human elbow motion. The proposed controller controls the angular position and impedance of the exoskeletal robot system based on biological signals that reflect the human subject´s intention. The skin surface electromyogram (EMG) signals and the generated wrist force by the human subject during the elbow motion have been fused and used as input information of the controller. In order to make the robot flexible enough to deal with vague biological signal such as EMG, fuzzy neuro control has been applied to the controller. The experimental results show the effectiveness of the proposed exoskeletal robot system
Keywords :
fuzzy control; handicapped aids; medical robotics; neurocontrollers; orthotics; sensor fusion; controller; elbow motion; exoskeletal robot; fuzzy neuro control; human elbow motion support; motion support; sensor fusion; skin surface electromyogram; Biological control systems; Control systems; Elbow; Electromyography; Humans; Motion control; Robot control; Signal generators; Skin; Surface impedance;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/3477.931520