DocumentCode
1983536
Title
Robot experiment of torque learning for biped balance with respect to periodic external force
Author
Ito, Satoshi ; Moriki, Kohei ; Kawasaki, Haruhisa ; Sasaki, Minoru
Author_Institution
Fac. of Eng., Gifu Univ., Nagoya
fYear
2005
fDate
18-20 July 2005
Firstpage
418
Lastpage
423
Abstract
In this paper, we report robot experimental results of balance control and torque pattern learning under the influence of periodic external force. In the previous paper, we propose not only a control method for keeping balance based on the feedback of ground reaction forces but also a learning method of torque pattern for balancing in such a stationary environment as a periodic external force is exerted. In order to maintain the balance, the feedback of ground reaction forces is essential. As a result of learning, however, the information on them become unnecessary because the torque pattern for balancing is stored in the controller and thus the balancing is achieved in a feedforward manner. Here, we aim at verifying this control and learning scheme by experiments with a simple robot
Keywords
feedforward; learning (artificial intelligence); legged locomotion; mechanoception; torque control; balance control; biped balance; feedforward balancing; periodic external force; robot experiment; torque pattern learning; Animals; Feedback control; Force control; Force feedback; Humans; Indium tin oxide; Learning systems; Motion control; Robots; Torque control;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Robotics, 2005. ICAR '05. Proceedings., 12th International Conference on
Conference_Location
Seattle, WA
Print_ISBN
0-7803-9178-0
Type
conf
DOI
10.1109/ICAR.2005.1507444
Filename
1507444
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