Intelligence control for friction compensation in precision pointing and tracking system

被引:0
|
作者
Qin, Li [1 ]
Yang, Ming [1 ]
机构
[1] Harbin Inst Technol, Control & Simulat Ctr, Harbin 150001, Peoples R China
关键词
laser tracking; neural networks; terminal sliding mode; friction compensation; Genetic Algorithm;
D O I
10.1109/ICMLC.2008.4620737
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In order to compensate for the influence of friction in the coarse pointing subsystem of the precision pointing and tracking system, an adaptive RBF terminal sliding mode control was proposed, and CA (Genetic Algorithm) was applied off line to parameter identification of the friction model. A terminal sliding mode controller was used to obtain a stable and fast trajectory first, then the upper bound of friction was estimated through an adaptive RBF neural network. The system was proved to be stable and the parameters are proved to be bounded under the control scheme of this paper, using Lyapunov methodology. At last, simulation results show the highly robust and efficient controller design.
引用
收藏
页码:2015 / 2019
页数:5
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