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Research on Fuzzy Adaptive Control Algorithm with Extended Dimension for Disturbance Torque
Changming, Lu1; Xin, Gao1; Meilin, Xie2; Yu, Cao3; Wei, Huang2; Xuezheng, Lian2; Kai, Liu2; Wei, Hao2
2020-06
会议名称5th IEEE Information Technology and Mechatronics Engineering Conference, ITOEC 2020
会议录名称Proceedings of 2020 IEEE 5th Information Technology and Mechatronics Engineering Conference, ITOEC 2020
页码421-425
会议日期2020-06-12
会议地点Chongqing, China
出版者Institute of Electrical and Electronics Engineers Inc., United States
产权排序2
摘要

In order to solve the problem that friction, wire-wound, wind resistance and other disturbing moments seriously affect the stability tracking precision during the task of the photoelectric pod system, the fuzzy adaptive control algorithm with extended dimension is proposed in this paper. In this method, an accelerometer is first installed on the reflector of the pod. After obtaining the linear acceleration information and transforming it into angular acceleration, the fuzzy adaptive controller is designed according to the characteristics of wind resistance pulsation torque. The controller takes the mirror angular velocity, angular acceleration and target miss distance as input, and further adjusts the output of the controller according to the change of input and the fuzzy rule base of training. This algorithm was applied to the stable tracking experiment of a certain type of pod, and the results show that the tracking accuracy is improved from 59.7\mu\text{rad} to 32.4\ \mu\text{rad}. It is proved that the algorithm proposed in this paper can effectively suppress the disturbance torque and significantly improve the tracking accuracy and speed stability in the process of pod mission. This algorithm can be used in other servo control systems as a general method of disturbance torque suppression. © 2020 IEEE.

关键词Disturbance Torque Angular Acceleration Fuzzy Adaptive Tracking Accuracy
作者部门光电跟踪与测量技术研究室
DOI10.1109/ITOEC49072.2020.9141639
收录类别EI ; CPCI
ISBN号9781728143224
语种英语
WOS记录号WOS:000617764100081
EI入藏号20203809211553
引用统计
文献类型会议论文
条目标识符http://ir.opt.ac.cn/handle/181661/93706
专题光电跟踪与测量技术研究室
作者单位1.Beijing Institute of Track and Telecommunication Technology, Beijing; 100094, China;
2.Xi'an Institute of Optics and Precision Mechanics of Cas, Xi'an; 710119, China;
3.University of Chinese Academy of Sciences, Beijing; 100049, China
推荐引用方式
GB/T 7714
Changming, Lu,Xin, Gao,Meilin, Xie,et al. Research on Fuzzy Adaptive Control Algorithm with Extended Dimension for Disturbance Torque[C]:Institute of Electrical and Electronics Engineers Inc., United States,2020:421-425.
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