MISSILES AND GUIDANCE TECHNOLOGY

The Establishment and Analysis of Nonparametric ARMA Modeling of Fiber-optic Gyro's Random Drift

  • YE Jun ,
  • CHEN Jian ,
  • SHI Guoxiang
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  • The Second Artillery Engineering College, Xi'an 710025, China

Received date: 2011-01-10

  Online published: 2025-05-30

Abstract

According to nonlinearity of fiber-optic gyro random drift, a nonparametric ARMA model (FARMA model) was used in modeling of fiber-optic gyro drift data. Based on data by a type of fiber-optic gyro, after comparison, the FARMA(2,1,1) model of the fiber-optic gyro drift data was chosen. On the basis of applicability test of the model and analysis on the model's fitting result, the result indicated that the FARMA(2,1,1) model can better describe the fiber optic gyro random drift. Keywords: fiber-optic gyro; random drift; FARMA model; applicability; fitting result

Cite this article

YE Jun , CHEN Jian , SHI Guoxiang . The Establishment and Analysis of Nonparametric ARMA Modeling of Fiber-optic Gyro's Random Drift[J]. Journal of Projectiles, Rockets, Missiles and Guidance, 2011 , 31(6) : 23 -26 . DOI: 10.15892/j.cnki.djzdxb.2011.06.020

References

[1]
Lefevre HC 光纤陀螺仪[M]. 张桂才, 王巍,译. 北京: 国防工业出版社, 2002.
[2]
王少锋, 王海斌, 蔡俊娟. 一类非参数的ARMA 模型[J]. 厦门大学学报:自然科学版, 2006, 45(5): 628-633.
[3]
康健, 芮国胜. 粒子滤波算法的关键技术应用[J]. 火力与指挥控制, 2007, 32(4): 53-55.
[4]
王海, 陈家斌, 黄威. 光纤陀螺随机漂移测试及分析[J]. 光学技术, 2004, 30(5): 623-624.
[5]
李晓峰, 徐军, 张胜修. 光纤陀螺随机误差建模与滤波方法研究[J]. 光学技术, 2008, 34(增): 179-180.
[6]
王新龙, 陈涛, 杜宇. 基于ARMA模型的光纤陀螺漂移数据建模方法研究[J]. 弹箭与制导学报, 2006, 26(1): 5-7.
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