Proceedings of the 2nd International Symposium on Computer, Communication, Control and Automation (ISCCCA 2013)

A Practical Fuzzy Adaptive Control Strategy for Multi-DOF Parallel Robot

Authors
Wei Meng, Zude Zhou, Quan Liu, Qingsong Ai
Corresponding Author
Wei Meng
Available Online February 2013.
DOI
https://doi.org/10.2991/isccca.2013.156How to use a DOI?
Keywords
Parallel robot, Stewart platform, fuzzy adaptive algorithm, control strategy
Abstract
Multiple Degrees of Freedom (DOF) parallel robots possess the advantages of being compact structure, great stiffness, stability and high accuracy, so such platforms have been widely used in application areas as diverse as the spacecraft motion simulators, radio telescopes, and medical rehabilitation devices. In this paper, after giving a brief review on the control strategies for parallel robot, a 6-DOF robot system for medical purposes based on simulation as well as real environment is established. In order to improve the position tracking accuracy for such objects with time-varying and nonlinear parameters, a practical fuzzy adaptive controller is designed based on the kinematics of parallel platform, where fuzzy inference units are utilized to modify the PID parameters in real-time by using the position feedback from the robot actuators. Finally, both virtual and actual experiment results demonstrate that the proposed algorithm is able to effectively reduce the position tracking errors compared with the traditional PID controller, and the reliability and feasibility of such parallel robotic system can also be guaranteed.
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Volume Title
Proceedings of the 2nd International Symposium on Computer, Communication, Control and Automation (ISCCCA 2013)
Series
Advances in Intelligent Systems Research
Publication Date
February 2013
ISBN
978-90-78677-63-5
ISSN
1951-6851
DOI
https://doi.org/10.2991/isccca.2013.156How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Wei Meng
AU  - Zude Zhou
AU  - Quan Liu
AU  - Qingsong Ai
PY  - 2013/02
DA  - 2013/02
TI  - A Practical Fuzzy Adaptive Control Strategy for Multi-DOF Parallel Robot
BT  - Proceedings of the 2nd International Symposium on Computer, Communication, Control and Automation (ISCCCA 2013)
PB  - Atlantis Press
SP  - 620
EP  - 623
SN  - 1951-6851
UR  - https://doi.org/10.2991/isccca.2013.156
DO  - https://doi.org/10.2991/isccca.2013.156
ID  - Meng2013/02
ER  -