Improving the Performance of Fast Steering Mirror Based on Kalman Filter and Fuzzy PI Control

Dingqian Tan, Qinyong Zeng, Dazhong Wang, Chenlong Liang
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Abstract

In this paper, a compound control system of fast steering mirror based on fuzzy adaptive PI and Kalman filter is designed. Based on MATLAB/Simulink software simulation experiment, the designed control system is compared with traditional PI controller and digital low-pass filter respectively. The experimental results show that it greatly improves the adaptive ability and anti noise ability of the system. The filtered curve also has no obvious phase lag.
基于卡尔曼滤波和模糊PI控制的快速转向后视镜性能改进
本文设计了一种基于模糊自适应PI和卡尔曼滤波的快速转向后视镜复合控制系统。基于MATLAB/Simulink软件仿真实验,将所设计的控制系统分别与传统PI控制器和数字低通滤波器进行了比较。实验结果表明,该方法大大提高了系统的自适应能力和抗噪声能力。滤波后的曲线也没有明显的相位滞后。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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