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Authors: S. Boudoua ; M. Chettouh and M. Hamerlain

Affiliation: The Advanced Technologies Development Centre (CDTA), Algeria

Keyword(s): Neural Network, Reinforcement Learning, Variable Structure System, Pneumatic Artificial Muscle, Manipulator Robot Arm.

Related Ontology Subjects/Areas/Topics: Informatics in Control, Automation and Robotics ; Robot Design, Development and Control ; Robotics and Automation

Abstract: We are concerned with the control of a 3-DOF robot arm actuated by pneumatic rubber muscles. The system is highly non-linear and somehow difficult to model therefore resorting to robust control is required.The work in this paper addresses this problem by presenting two types of robust control. One uses neural network control, which has powerful learning capability, adaptation and tackles nonlinearities; in our work the learning performed on-line is based on a binary reinforcement signal without knowing the nonlinearities appearing in the system and no preliminary off-line learning phase is required. The other control law is a Classical variable structure which is robust against parameters variations and external disturbances. Experimental results together with a comparative study are presented and discussed.

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Paper citation in several formats:
Boudoua, S.; Chettouh, M. and Hamerlain, M. (2009). ROBUST CONTROL FOR AN ARTIFICIAL MUSCLES ROBOT ARM. In Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO; ISBN 978-989-674-000-9; ISSN 2184-2809, SciTePress, pages 256-261. DOI: 10.5220/0002210602560261

@conference{icinco09,
author={S. Boudoua. and M. Chettouh. and M. Hamerlain.},
title={ROBUST CONTROL FOR AN ARTIFICIAL MUSCLES ROBOT ARM},
booktitle={Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO},
year={2009},
pages={256-261},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002210602560261},
isbn={978-989-674-000-9},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO
TI - ROBUST CONTROL FOR AN ARTIFICIAL MUSCLES ROBOT ARM
SN - 978-989-674-000-9
IS - 2184-2809
AU - Boudoua, S.
AU - Chettouh, M.
AU - Hamerlain, M.
PY - 2009
SP - 256
EP - 261
DO - 10.5220/0002210602560261
PB - SciTePress

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