光学学报, 2020, 40 (12): 1204001, 网络出版: 2020-06-03   

基于改进GM(1,1)模型的激光陀螺仪随机误差预测 下载: 1201次

Prediction of the Random Error of a Laser Gyroscope Using the Modified GM (1, 1) Model
作者单位
火箭军工程大学导弹工程学院, 陕西 西安 710025
引用该论文

李想, 汪立新, 沈强. 基于改进GM(1,1)模型的激光陀螺仪随机误差预测[J]. 光学学报, 2020, 40(12): 1204001.

Xiang Li, Lixin Wang, Qiang Sheng. Prediction of the Random Error of a Laser Gyroscope Using the Modified GM (1, 1) Model[J]. Acta Optica Sinica, 2020, 40(12): 1204001.

参考文献

[1] 战德军, 秦石乔, 王省书, 等. 速率偏频激光陀螺标度因数正反转不对称性的研究[J]. 中国激光, 2009, 36(8): 1995-1998.

    Zhan D J, Qin S Q, Wang S S, et al. Investigations on forward-reversal rotation asymmetry of rate biased laser gyro scale factor[J]. Chinese Journal of Lasers, 2009, 36(8): 1995-1998.

[2] 杜少林, 陈书钊, 陈鹏光, 等. 基于Allan方差的MEMS陀螺仪噪声分析[J]. 仪表技术与传感器, 2018( 5): 20- 22, 27.

    Du SL, Chen SZ, Chen PG, et al. Analysis of MEMS gyroscope noise based on Allan variance[J]. Instrument Technique and Sensor, 2018( 5): 20- 22, 27.

[3] 马群, 王庆, 阳媛, 等. 基于Allan方差的MEMS陀螺仪随机误差辨识与抑制[J]. 传感器与微系统, 2019, 38(6): 62-65.

    Ma Q, Wang Q, Yang Y, et al. Random error identification and suppression of MEMS gyroscope based on Allan variance[J]. Transducer and Microsystem Technologies, 2019, 38(6): 62-65.

[4] 魏国, 龙兴武. 基于动态Allan方差的机抖激光陀螺随机误差研究[J]. 中国激光, 2010, 37(12): 2975-2979.

    Wei G, Long X W. Research on stochastic errors of dithered ring laser gyroscope based on dynamic Allan variance[J]. Chinese Journal of Lasers, 2010, 37(12): 2975-2979.

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

[6] 张谦, 王玮, 王蕾, 等. 基于动态Allan方差的光纤陀螺随机误差分析及算法改进[J]. 光学学报, 2015, 35(4): 0406003.

    Zhang Q, Wang W, Wang L, et al. Research on randomerrors of fiber optic gyro based on dynamic Allan variance and algorithm improvement[J]. Acta Optica Sinica, 2015, 35(4): 0406003.

[7] GalleaniL, TavellaP. Tracking nonstationarities in clock noises using the dynamic Allan variance[C]∥Proceedings of the 2005 IEEE International Frequency Control Symposium and Exposition, August 29-31, 2005, Vancouver, BC, Canada. New York: IEEE, 2005: 392- 396.

[8] GalleaniL, TavellaP. The characterization of clock behavior with the dynamic Allan variance[C]∥IEEE International Frequency Control Symposium and PDA Exhibition Jointly with the 17th European Frequency and Time Forum, May 4-8, 2003, Tampa, FL, USA. New York: IEEE, 2003: 8029712.

[9] 罗党, 韦保磊. 一类离散灰色预测模型的统一处理方法及应用[J]. 系统工程理论与实践, 2019, 39(2): 451-462.

    Luo D, Wei B L. A unified treatment approach for aclass of discrete grey forecasting models and its application[J]. Systems Engineering: Theory & Practice, 2019, 39(2): 451-462.

[10] 刘思峰. 灰色系统理论的产生与发展[J]. 南京航空航天大学学报, 2004, 36(2): 267-272.

    Liu S F. Emergence and development of grey system theory and its forward trends[J]. Journal of Nanjing University of Aeronautics & Astronautics, 2004, 36(2): 267-272.

[11] 杨书霞, 胡艳. 基于动态灰色预测的交通事故损失预测[J]. 武汉理工大学学报(信息与管理工程版), 2017, 39(6): 674-678.

    Yang S X, Hu Y. Prediction of traffic accident loss based on dynamic grey prediction[J]. Journal of Wuhan University of Technology (Information & Management Engineering), 2017, 39(6): 674-678.

[12] 唐天国, 万星, 刘浩吾. 高边坡安全监测的改进GM模型预测研究[J]. 岩石力学与工程学报, 2005, 24(2): 307-312.

    Tang T G, Wan X, Liu H W. Improved GM model for safety monitoring of high rock slopes[J]. Chinese Journal of Rock Mechanics and Engineering, 2005, 24(2): 307-312.

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

[14] 孟鑫, 刘磊, 江升, 等. 基于小波变换的干涉光谱信号检测与校正方法[J]. 光学学报, 2019, 39(9): 0930007.

    Meng X, Liu L, Jiang S, et al. Detection and revision of interference spectral signals based on wavelet transforms[J]. Acta Optica Sinica, 2019, 39(9): 0930007.

[15] 王行芳, 金施群, 侯少阳. 基于小波阈值的激光探测声音信号去噪研究[J]. 大气与环境光学学报, 2018, 13(5): 388-394.

    Wang X F, Jin S Q, Hou S Y. Research on denoising method of laser detection sound signal based on wavelet threshold[J]. Journal of Atmospheric and Environmental Optics, 2018, 13(5): 388-394.

[16] 方文辉, 卢伟, 洪德林, 等. 基于多尺度小波变换和灰色神经网络的稻种发芽率红外热预测模型的研究[J]. 光学学报, 2015, 35(10): 1012001.

    Fang W H, Lu W, Hong D L, et al. Study on infrared thermal prediction model of rice seed germination rate based on multi-scale wavelet transform and grey neural network[J]. Acta Optica Sinica, 2015, 35(10): 1012001.

[17] 程宇琼, 卢伟, 罗慧, 等. 基于连续偏振光谱技术与嵌入型灰色神经网络的稻种发芽率检测方法研究[J]. 光学学报, 2015, 35(12): 1230001.

    Cheng Y Q, Lu W, Luo H, et al. Study on prediction of rice seed germination rate by using continuous polarization spectroscopy and in laid grey neural network[J]. Acta Optica Sinica, 2015, 35(12): 1230001.

[18] 鞠荟荟, 刘志刚, 姜江军, 等. 基于低通滤波残差图的高光谱条带噪声去除[J]. 光学学报, 2018, 38(12): 1228002.

    Ju H H, Liu Z G, Jiang J J, et al. Removal of hyperspectral stripe noise using low-pass filtered residual images[J]. Acta Optica Sinica, 2018, 38(12): 1228002.

[19] 周朴, 王小林, 马阎星, 等. 基于随机并行梯度下降算法自适应光学系统的校正残差分析[J]. 光学学报, 2010, 30(3): 613-617.

    Zhou P, Wang X L, Ma Y X, et al. Analysis on residual error for adaptive optical system based on stochastic parallel gradient descent control algorithm[J]. Acta Optica Sinica, 2010, 30(3): 613-617.

[20] 张娜, 李绪友. 动态Allan方差的理论改进及其应用研究[J]. 光学学报, 2011, 31(11): 1106003.

    Zhang N, Li X Y. Research on theoretical improvement of dynamic Allan variance and its application[J]. Acta Optica Sinica, 2011, 31(11): 1106003.

[21] 王立冬, 车琳, 鲁军, 等. 基于改进型灰色预测模型的SINS/GPS组合导航系统[J]. 中国惯性技术学报, 2015, 23(2): 248-251, 257.

    Wang L D, Che L, Lu J, et al. SINS/GPS integrated navigation system based on improved grey forecasting model[J]. Journal of Chinese Inertial Technology, 2015, 23(2): 248-251, 257.

李想, 汪立新, 沈强. 基于改进GM(1,1)模型的激光陀螺仪随机误差预测[J]. 光学学报, 2020, 40(12): 1204001. Xiang Li, Lixin Wang, Qiang Sheng. Prediction of the Random Error of a Laser Gyroscope Using the Modified GM (1, 1) Model[J]. Acta Optica Sinica, 2020, 40(12): 1204001.

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