光学学报, 2014, 34 (12): 1206006, 网络出版: 2014-11-07   

光纤陀螺零偏误差特性及噪声分析方法研究

Research on the Characteristic of Bias Error and Noise Analysis Method of Fiber Optic Gyroscope
作者单位
1 北京航空航天大学精密光机电一体化技术教育部重点实验室, 北京 100191
2 北京航空航天大学惯性技术国防科技重点实验室, 北京 100191
摘要
光纤陀螺为典型的光纤干涉仪,非互易误差主要是由各类寄生干涉引起,零偏误差具有明显的周期性特征。结合Allan方差分析方法,发现由寄生干涉引入的正弦噪声为其零偏误差的主要来源。通过加入正弦噪声进行仿真计算和分析,发现光纤陀螺Allan方差曲线中“速率斜坡和速率随机游走”部分实际是由正弦噪声引起。基于小波分析和傅里叶变换实现了陀螺中正弦噪声的辨识,并在此基础上,提出了结合小波分析法和Allan方差法计算零偏不稳定性、随机游走和量化噪声的方法,并进行了实际计算验证。
Abstract
Fiber optic gyroscope (FOG) is a typical optical fiber interferometer. The nonreciprocal errors in its output are mainly induced by parasitic interferences and its zero bias error demonstrates a periodical characteristic. The sinusoidal noise induced by the parasitic interferences is found to be the main impact factor of bias error by using the Allan variance analysis method. By adding the sinusoidal noise to the original FOG output, we find that the “rate ramp and rate random walk” sections in the Allan variance curve are due to the sinusoidal noise. The sinusoidal noise identification method is implemented by using wavelet analysis and Fourier analysis. Based on this, the calculation methods for bias instability coefficient, angle random walk coefficient and quantization noise coefficient are proposed with wavelet analysis and Allan variance analysis and validated in experiment.
参考文献

[1] 查峰, 高敬东, 许江宁, 等. 光学陀螺捷联惯导系统发展与展望[J]. 激光与光电子学进展, 2011, 48(7): 072301.

    Zha Feng, Gao Jingdong, Xu Jiangning, et al.. Overview on strapdown inertial system consisted by optical gyros [J]. Laser & Optoelectronics Process, 2011, 48(7): 072301.

[2] 高玉凯, 邓正隆. 基于小波方差的光学陀螺随机误差特性研究[J]. 中国惯性技术学报, 2004, 12(5): 66-70.

    Gao Yukai, Deng Zhenglong. Investigation on random error properties of optic gyro based on wavelet variance [J]. Journal of Chinese Inertial Technology, 2004, 12(5): 66-70.

[3] Q M Lam, N Stamatakos, C Woodruff, et al.. Gyro modeling and estimation of its random noise sources [C]. AIAA Guidance, Navigation, and Control Conference and Exhibit, 2003. 1111-1114.

[4] 赖际舟, 刘建业, 林雪原, 等. 干涉式光纤陀螺的性能评价[J]. 传感器技术, 2004, 23(9): 31-34.

    Lai Jizhou, Liu Jianye, Lin Xueyuan, et al.. Performance evaluation on IFOG [J]. Journal of Transducer Technology, 2004, 23(9): 31-34.

[5] N El-Sheimy, H Hou, X Niu. Analysis and modeling of inertial sensors using Allan variance [J]. IEEE Transactions on Instrumentation and Measurement, 2008, 57(1): 140-149.

[6] S J Sanders, L K Strandjord, D Mead. Fiber optic gyro technology trends-a Honeywell perspective [C]. Optical Fiber Sensors Conference Technical Digest, 2002. 5-8.

[7] 闾晓琴, 张桂才. 采用分段法估算Allan方差中的各噪声系数[J]. 压电与声光, 2009, 31(2): 166-168.

    Lü Xiaoqin, Zhang Guicai. Estimation of various noise factors from Allan variance by subsection method [J]. Piezoelectrics and Acoustooptics, 2009, 31(2): 166-168.

[8] IEEE Std 952-1997. IEEE Standard Specification Format Guide and Test Procedure for Single-Axis Interferometric Fiber Optic Gyros [S]. USA, 1998.

[9] 李家垒, 许化龙, 何婧. 光纤陀螺信号的小波包去噪及改进[J]. 光学学报, 2010, 30(8): 2224-2228.

    Li Jialei, Xu Hualong, He Jing. Research and improvement of denoising method of fiber optic gyroscope based on wavelet packet analysis [J]. Acta Optica Sinica, 2010, 30(8): 2224-2228.

[10] 汤霞清, 程旭维, 郭理斌, 等. 小波分析和灰色神经网络融合的光纤陀螺误差建模与补偿[J]. 中国激光, 2012, 39(10): 1008003.

    Tang Xiaqing, Cheng Xuwei, Guo Libing, et al.. Error modeling and compensating of fiber optic gyro based on wavelet analysis and grey neural network [J]. Chinese J Lasers, 2012, 39(10): 1008003.

[11] 马静, 周小红, 晁代宏. 基于Allan方差的激光陀螺噪声估计方法研究[J]. 导航与控制, 2013, 12(1): 38-44.

    Ma Jing, Zhou Xiaohong, Chao Daihong. Noise estimation methods of laser gyroscope based on Allan variance [J]. Navigation and Control, 2013, 12(1): 38-44.

杨远洪, 孟晨雪. 光纤陀螺零偏误差特性及噪声分析方法研究[J]. 光学学报, 2014, 34(12): 1206006. Yang Yuanhong, Meng Chenxue. Research on the Characteristic of Bias Error and Noise Analysis Method of Fiber Optic Gyroscope[J]. Acta Optica Sinica, 2014, 34(12): 1206006.

本文已被 6 篇论文引用
被引统计数据来源于中国光学期刊网
引用该论文: TXT   |   EndNote

相关论文

加载中...

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!