基于ARMA模型的滤波算法抑制激光直线度测量中大气扰动的影响

Yayong Wang, Shujie Liu, Shixin Zhang, Yu-Bin Huang, K. Fan
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引用次数: 2

摘要

在激光远距离精密测量中,大气扰动对测量精度影响很大。提出了一种基于时间序列分析理论的实时滤波算法。首先基于时间序列分析理论建立样本数据的自回归移动平均(ARMA)模型,然后根据该模型得到数学期望作为滤波结果,最后将其集成到实验室激光束漂移测量系统中进行实时滤波测量。仿真结果表明,滤波后可以获得较高的精度。实验结果表明,滤波漂移的稳定性提高了约20%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A filter algorithm based on ARMA model to suppress the influence of atmospheric disturbance in laser straightness measurement
Atmospheric disturbance influence the measurement accuracy greatly in laser precision measurement of long distance. A real-time filtering algorithm based on time series analysis theory is proposed in this paper. Firstly, ARMA (Auto-Regressive and Moving Average) model of sample data is set up based on the theory of time series analysis, then the mathematical expectation is obtained according to the model as the filtering result, finally, it is integrated into the laboratory laser beam drift measurement system for real-time filtering measurement. It is evident from the simulation results that high accuracy can be obtained after filtering. The experimental results show that the stability of the filtered drift increases by about 20%.
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