Practical application of a heuristic fuzzy rule-based controller to the dynamic control of a robot arm
作者:
N.J.Mandič,
E.M.Scharf,
E.H.Mamdani,
期刊:
IEE Proceedings D (Control Theory and Applications)
(IET Available online 1985)
卷期:
Volume 132,
issue 4
页码: 190-203
年代: 1985
DOI:10.1049/ip-d.1985.0035
出版商: IEE
数据来源: IET
摘要:
The paper reports results of the practical application of the self-organising controller to the simultaneous control of two interacting joints of a robot. The rationale for its use and the architecture of this heuristic fuzzy rule-based dynamic control approach are outlined. This shows it to be a relatively simple intelligent knowledge-based system capable of both learning and displaying a variable nonlinear input/output relationship. In both step response and tracking experiments the self-organising controller was found to perform better than a conventional PID controller under similar circumstances, although some tuning was required for the former system.
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