Machine learning based on-orbit distortion calibration technique for large field-of-view star tracker

Liu Yuan; Xie Ruida; Zhao Lin; Hao Yong

doi:10.3788/irla201645.1217004

[1] Liebe C C. Star trackers for attitude determination[J]. IEEE Aerospace and Electronic Systems Magazine, 1995, 10(6): 10-16.

[2] Cheng Y, Crassidis J L, Markley F L. Attitude estimation for large field-of-view sensors[J]. The Journal of the Astronautical Sciences, 2006, 54(3-4): 433-448.

[3] Sun Gaofei, Zhang Guoyu, Zheng Ru, et al. Star sensor calibration research and development[J]. Journal of Changchun University of Science and Technology, 2010(4): 8-14. (in Chinese)

[4] Samaan M A, Griffith T, Singla P, et al. Autonomous on-orbit calibration of star trackers[C]//Core Technologies for Space Systems Conference (Communication and Navigation Session), 2001: 1-8.

[5] Xie J, Tang H, Dou X, et al. On-orbit calibration of domestic APS star tracker[C]//Earth Observation and Remote Sensing Applications, 2014 3rd International Workshop on, 2014: 239-242.

[6] Zhou F, Ye T, Chai X, et al. Novel autonomous on-orbit calibration method for star sensors[J]. Optics and Lasers in Engineering, 2015, 67: 135-144.

[7] Pal M, Bhat M S. Autonomous star camera calibration and spacecraft attitude determination[J]. Journal of Intelligent & Robotic Systems, 2014: 1-21.

[8] Pal M, Bhat M S. Star sensor based spacecraft angular rate estimation independent of attitude determination[C]//Control Applications, 2013 IEEE International Conference on, 2013: 580-585.

[9] Prescott B, Mclean G F. Line-based correction of radial lens distortion[J]. Graphical Models & Image Processing, 1997, 59(1): 39-47.

[10] Tang Jun, Li Wei, Xu Xuanbin. New method of star sensor′s calibration and leading building[J]. Infrared and Laser Engineering, 2015, 44(5): 1610-1615. (in Chinese)

[11] Guo Yanchi, Xu Xiping, Qiao Yang, et al. Optical system design of star sensor with wide field of view and wide spectra range[J]. Infrared and Laser Engineering, 2014, 43(12): 3969-3972. (in Chinese)

[12] Lian Wenhao, Wang Yongjie, Yang Xialong, et al. Prediction and interference of navigation star[J]. Optics and Precision Engineering, 2015, 23(10z): 814-823. (in Chinese)

[13] Yin Hang, Song Xin, Yan Ye. Performance on sparse representation of star images[J]. Optics and Precision Engineering, 2015, 23(2): 573-581.

[14] Zhi Shuai, Zhang Liu, Li Xinlu. Realization of simulated star map with noise[J]. Chinese Optics, 2014, 7(4): 581-587. (in Chinese)

[15] Li Jie, Guo Pan, Wang Chunzhe. Application of shearlet transform in the star extraction]J]. Chinese Optics, 2015, 8(3): 386-393. (in Chinese)