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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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