红外与激光工程, 2018, 47 (5): 0522003, 网络出版: 2018-09-12   

改进支持向量机的光纤陀螺温度漂移补偿方法

Compensation method of FOG temperature drift with improved support vector machine
作者单位
1 北京理工大学 自动化学院, 北京 100081
2 北京自动化控制设备研究所, 北京 100074
引用该论文

吴军伟, 缪玲娟, 李福胜, 沈军. 改进支持向量机的光纤陀螺温度漂移补偿方法[J]. 红外与激光工程, 2018, 47(5): 0522003.

Wu Junwei, Miao Lingjuan, Li Fusheng, Shen Jun. Compensation method of FOG temperature drift with improved support vector machine[J]. Infrared and Laser Engineering, 2018, 47(5): 0522003.

参考文献

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[3] Wang Wei, Yang Qingsheng, Wang Xuefeng. Application of fiber-optic gyro in space and key technology[J]. Infrared and Laser Engineering, 2006, 35(5): 509-512. (in Chinese)

[4] Jin Jing, Li Min, Zang Zhonggang, et al. Analysis of temperature errors in digital closed-loop fiber optic gyroscope[J]. Infrared and Laser Engineering, 2008, 37(3): 521-524. (in Chinese)

[5] Fan Chunling, Jin Zhihua, Tian Weifeng, et al. Temperature drift modelling of fibre optic gyroscopes based on a grey radial basis function neural network[J]. Measurement Science and Technology, 2004, 15(1): 119-126.

[6] Song Rui, Chen Xiyuan, Shen Chong, et al. Modeling FOG drift using back-propagation neural network optimized by artificial fish swarm algorithm[J]. Journal of Sensors, 2014, (5): 1-6.

[7] Cheng Junchao, Fang Jiancheng, Wu Weiren, et al. Modeling and compensation method for temperature error of laser gyroscope based on support vector machine[J]. Chinese Journal of Scientific Instrument, 2013, 34(4): 721-727. (in Chinese)

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[9] Feng Kali, Li An, Qin Fangjun. Temperature error compensation method for FOG based on multi-model piecewise fitting[J]. Journal of Chinese Inertial Technology, 2014, 22(6): 825-828. (in Chinese)

[10] Zha Feng, Xu Jiangning, Li Jingshu, et al. IUKF neural network modeling for FOG temperature drift[J]. Journal of Systems Engineering and Electronics, 2013, 24(5): 838-844.

[11] Liu Yuanyuan, Yang Gongliu, Li Siyi. Application of BP-AdaBoost model in temperature compensation for fiber optic gyroscope bias[J]. Journal of Beijing University of Aeronautics and Astronautics, 2014, 40(2): 235-239. (in Chinese)

[12] Zhang Pengfei, Long Xingwu. Analysis on temperature characteristic of mechanically dithered RLG′s bias with a method of stepwise regression[J]. Optical Technique, 2006, 32(5): 738-740. (in Chinese)

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[14] Li Xiaolei, Shao Zhijiang, Qian Jixin. An optimizing method based on autonomous animats: fish-swarm algorithm[J]. Systems Engineering-Theory & Practice, 2002, 22(11): 32-38. (in Chinese)

吴军伟, 缪玲娟, 李福胜, 沈军. 改进支持向量机的光纤陀螺温度漂移补偿方法[J]. 红外与激光工程, 2018, 47(5): 0522003. Wu Junwei, Miao Lingjuan, Li Fusheng, Shen Jun. Compensation method of FOG temperature drift with improved support vector machine[J]. Infrared and Laser Engineering, 2018, 47(5): 0522003.

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