Novel temperature modeling and compensation method for bias of ring laser gyroscope based on least-squares support vector machine

Xudong Yu; Yu Wang; Guo Wei; Pengfei Zhang; Xingwu Long

doi:10.3788/COL201109.051201

Chinese Optics Letters, Volume. 9, Issue 5, 051201(2011)

Novel temperature modeling and compensation method for bias of ring laser gyroscope based on least-squares support vector machine

Xudong Yu¹, Yu Wang², Guo Wei¹, Pengfei Zhang¹, and Xingwu Long¹

Author Affiliations

¹College of Opoelectric Science and Engineering, National University of Defense Technology, Changsha 410073, China

²School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing 210094, China

show less

References(10)

[1] [1] X. Long, J. Tang, Y. Wang, X. Yu, and P. Zhang, in Proceedings of the 6th Annual Conference of Chinese Society of Inertial Technology (in Chinese) 15 (2008).

[2] [2] S. Qin, Z. Huang, and X. Wang, Chin. Opt. Lett. 5, 138 (2007).

[3] [3] G. Wei and X. Long, Chinese J. Lasers (in Chinese) 37, 1275 (2010).

[4] [4] Z. Wei, X. Long, and K. Yang, Chin. Opt. Lett. 8, 181 (2010).

[5] [5] V. N. Vapnik, The Nature of Statistical Learning Theory (Springer, NewYork, 1999).

[6] [6] X. Zhang, Acta Automatica Sinica (in Chinese) 26, 32 (2000).

[7] [7] J. A. K Suykens, L. Lukas, and J. Vandewalle, in Proceedings of IEEE International Symposium on Circuits and Systems 757 (2000).

[8] [8] J. A. K Suykens, in Proceedings of IEEE Instrumentation and Measurement Technology Conference 287 (2001).

[9] [9] L. Sun and S. Yang, Journal of Applied Sciences-Electronics and Information Engineering (in Chinese) 27, 616 (2009).

[10] [10] P. Zhang, X. Long, J. Tang, Y. Wang, G. Li, and G. Xu, Chinese Journal of Sensors and Actuators (in Chinese) 20, 1279 (2007).

Cited By

[1] Geng Li, Fei Wang, Guangzong Xiao, Guo Wei, Pengfei Zhang, Xingwu Long. Temperature compensation method using readout signals of ring laser gyroscope. Optics Express, 23, 13320(2015).

[2] Yuanbo Tao, Sihai Li, Shiming Liu. Analysis and Improvement of Frequency Stabilization Characteristics of a Total Reflection Prism Laser Gyro. IEEE Access, 6, 69185(2018).

[3] Yuanbo Tao, Sihai Li, Jiangtao Zheng, Feng Wu, Qiangwen Fu. High Precision Compensation for a Total Reflection Prism Laser Gyro Bias in Consideration of High Frequency Oscillator Voltage. Sensors, 19, 2986(2019).

[4] Yuanbo Tao, Sihai Li, Qiangwen Fu, Jiangtao Zheng, Shiming Liu, Yanhua Yuan. A Method for Improving Light Intensity Stability of a Total Reflection Prism Laser Gyro Based on Series Correction and Feedforward Compensation. IEEE Access, 8, 13651(2020).

[5] Guochen Wang, Qiuying Wang, Bo Zhao, Zhenpeng Wang. Compensation method for temperature error of fiber optical gyroscope based on relevance vector machine. Applied Optics, 55, 1061(2016).

[6] Wenfeng Tan, Wei Wu, Dongkai Dai, Xingshu Wang, Yingwei Zhao, Shiqiao Qin. Time series modeling of the ring laser gyroscope’s bias considering the temperature delay effect. Applied Optics, 57, 4551(2018).

Tools

Get Citation

Copy Citation Text

Xudong Yu, Yu Wang, Guo Wei, Pengfei Zhang, Xingwu Long, "Novel temperature modeling and compensation method for bias of ring laser gyroscope based on least-squares support vector machine," Chin. Opt. Lett. 9, 051201 (2011)

Download Citation

EndNote(RIS)BibTex Plain Text

Set citation alerts for article

Save article for my favorites

Paper Information

Category: Instrumentation, measurement, and metrology

Received: Oct. 22, 2010

Accepted: Jan. 20, 2011

Published Online: Apr. 22, 2011

The Author Email:

DOI:10.3788/COL201109.051201

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology