Movement Decoupling Control for Two-axis Fast Steering Mirror

被引:0
作者
Wang Rui [1 ,2 ]
Qiao Yongming [2 ]
Lv Tao [2 ]
机构
[1] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[2] Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Peoples R China
来源
SECOND INTERNATIONAL CONFERENCE ON PHOTONICS AND OPTICAL ENGINEERING | 2017年 / 10256卷
关键词
Two-axis fast steering mirror; Inner product; Two dynamic neural network adaptive control; Feedback error learning; Coupling degree;
D O I
10.1117/12.2257346
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Based on flexure hinge and piezoelectric actuator of two-axis fast steering mirror is a complex system with time varying, uncertain and strong coupling. It is extremely difficult to achieve high precision decoupling control with the traditional PID control method. The feedback error learning method was established an inverse hysteresis model which was based inner product dynamic neural network nonlinear and no-smooth for piezo-ceramic. In order to improve the actuator high precision, a method was proposed, which was based piezo-ceramic inverse model of two dynamic neural network adaptive control. The experiment result indicated that, compared with two neural network adaptive movement decoupling control algorithm, static relative error is reduced from 4.44% to 0.30% and coupling degree is reduced from 12.71% to 0.60%, while dynamic relative error is reduced from 13.92% to 2.85% and coupling degree is reduced from 2.63% to 1.17%.
引用
收藏
页数:7
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