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Mathematical Problems in Engineering
Volume 2015 (2015), Article ID 982420, 11 pages
http://dx.doi.org/10.1155/2015/982420
Research Article

Lost-in-Space Star Identification Using Planar Triangle Principal Component Analysis Algorithm

Key Laboratory of Precision Opto-Mechatronics Technology, Ministry of Education, Beihang University, Beijing 100191, China

Received 2 March 2015; Revised 6 May 2015; Accepted 25 May 2015

Academic Editor: Giacomo Innocenti

Copyright © 2015 Fuqiang Zhou and Tao Ye. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. H. Dang, A. Maloof, and M. Romalis, “Ultrahigh sensitivity magnetic field and magnetization measurements with an atomic magnetometer,” Applied Physics Letters, vol. 97, no. 15, Article ID 151110, 2010. View at Publisher · View at Google Scholar
  2. A. Lambert, P. Furgale, T. D. Barfoot, and J. Enright, “Field testing of visual odometry aided by a sun sensor and inclinometer,” Journal of Field Robotics, vol. 29, no. 3, pp. 426–444, 2012. View at Publisher · View at Google Scholar · View at Scopus
  3. M. Wei, F. Xing, and Z. You, “An implementation method based on ERS imaging mode for sun sensor with 1 kHz update rate and 1 precision level,” Optics Express, vol. 21, no. 26, pp. 32524–32533, 2013. View at Publisher · View at Google Scholar · View at Scopus
  4. Y. Wang, E. Chang-Siu, M. Brown, M. Tomizuka, M. I. Almajed, and B. N. Alsuwaidan, “Three dimensional attitude estimation via the triad algorithm and a time-varying complementary filter,” in Proceedings of the 5th ASME Annual Dynamic Systems and Control Conference joint with the 11th JSME Motion and Vibration Conference, pp. 157–165, American Society of Mechanical Engineers, 2012.
  5. M. V. Arbabmir, S. M. Mohammadi, S. Salahshour, and F. Somayehee, “Improving night sky star image processing algorithm for star sensors,” Journal of the Optical Society of America A: Optics and Image Science, and Vision, vol. 31, no. 4, pp. 794–801, 2014. View at Publisher · View at Google Scholar · View at Scopus
  6. M. Kolomenkin, S. Pollak, I. Shimshoni, and M. Lindenbaum, “Geometric voting algorithm for star trackers,” IEEE Transactions on Aerospace and Electronic Systems, vol. 44, no. 2, pp. 441–456, 2008. View at Publisher · View at Google Scholar · View at Scopus
  7. C. R. McBryde and E. G. Lightsey, “A star tracker design for CubeSats,” in Proceedings of the IEEE Aerospace Conference, pp. 1–14, IEEE, Big Sky, Mont, USA, March 2012. View at Publisher · View at Google Scholar · View at Scopus
  8. P. Zhang, Q. Zhao, J. Liu, and N. Liu, “A brightness-referenced star identification algorithm for APS star trackers,” Sensors, vol. 14, no. 10, pp. 18498–18514, 2014. View at Publisher · View at Google Scholar
  9. B. B. Spratling and D. Mortari, “A survey on star identification algorithms,” Algorithms, vol. 2, no. 1, pp. 93–107, 2009. View at Publisher · View at Google Scholar · View at Scopus
  10. C. C. Liebe, “Star trackers for attitude determination,” IEEE Aerospace and Electronic Systems Magazine, vol. 10, no. 6, pp. 10–16, 1995. View at Publisher · View at Google Scholar · View at Scopus
  11. N. G. Roman and W. H. Warren Jr., Smithsonian Astrophysical Observatory (SAO) star catalog (Sao staff 1966, edition ADC 1989): Documentation for the machine-readable version, 1989.
  12. D. Mortari, M. A. Samaan, C. Bruccoleri, and J. L. Junkins, “The pyramid star identification technique,” Navigation, vol. 51, no. 3, pp. 171–184, 2004. View at Google Scholar · View at Scopus
  13. C. L. Cole and J. L. Crassidis, “Fast star-pattern recognition using planar triangles,” Journal of Guidance, Control, and Dynamics, vol. 29, no. 1, pp. 64–71, 2006. View at Publisher · View at Google Scholar · View at Scopus
  14. J. Yang, G.-J. Zhang, and J. Jiang, “Fast star identification algorithm using P vector,” Acta Aeronautica et Astronautica Sinica, vol. 28, no. 4, pp. 897–900, 2007. View at Google Scholar · View at Scopus
  15. B. M. E. Quine, Autonomous star identification, Google Patents, 1999.
  16. H. Abdi and L. J. Williams, “Principal component analysis,” Wiley Interdisciplinary Reviews: Computational Statistics, vol. 2, no. 4, pp. 433–459, 2010. View at Publisher · View at Google Scholar · View at Scopus
  17. J. L. Crassidis, F. Landis Markley, and Y. Cheng, “Survey of nonlinear attitude estimation methods,” Journal of Guidance, Control, and Dynamics, vol. 30, no. 1, pp. 12–28, 2007. View at Publisher · View at Google Scholar · View at Scopus
  18. A. Carmi and Y. Oshman, “Adaptive particle filtering for spacecraft attitude estimation from vector observations,” Journal of Guidance, Control, and Dynamics, vol. 32, no. 1, pp. 232–241, 2009. View at Publisher · View at Google Scholar · View at Scopus
  19. M. D. Shuster, “Filter quest or request,” Journal of Guidance, Control, and Dynamics, vol. 32, no. 2, pp. 643–645, 2009. View at Publisher · View at Google Scholar · View at Scopus
  20. Y.-K. Chang, B.-H. Lee, and S.-J. Kang, “High-accuracy image centroiding algorithm for CMOS-based digital sun sensors,” in Proceedings of the 6th IEEE Conference on SENSORS (SENSORS '07), pp. 329–336, October 2007. View at Publisher · View at Google Scholar · View at Scopus
  21. W. Xu, Q. Li, H.-J. Feng, Z.-H. Xu, and Y.-T. Chen, “A novel star image thresholding method for effective segmentation and centroid statistics,” Optik, vol. 124, no. 20, pp. 4673–4677, 2013. View at Publisher · View at Google Scholar · View at Scopus
  22. J. Gong, L. Wu, J. Gong, J. Ma, and J. Tian, “Flower algorithm for star pattern recognition in space surveillance with star trackers,” Optical Engineering, vol. 48, no. 12, Article ID 124401, 2009. View at Publisher · View at Google Scholar · View at Scopus
  23. J. Jiang, G. Zhang, X. Wei, and X. Li, “Rapid star tracking algorithm for star sensor,” IEEE Aerospace and Electronic Systems Magazine, vol. 24, no. 9, pp. 23–33, 2009. View at Publisher · View at Google Scholar · View at Scopus
  24. C. Padgett and K. Kreutz-Delgado, “A grid algorithm for autonomous star identification,” IEEE Transactions on Aerospace and Electronic Systems, vol. 33, no. 1, pp. 202–213, 1997. View at Publisher · View at Google Scholar · View at Scopus
  25. Q. Wei, X. Liang, and F. Jiancheng, “A new star identification algorithm based on improved hausdorff distance for star sensors,” IEEE Transactions on Aerospace and Electronic Systems, vol. 49, no. 3, pp. 2101–2109, 2013. View at Publisher · View at Google Scholar · View at Scopus
  26. G. Zhang, X. Wei, and J. Jiang, “Full-sky autonomous star identification based on radial and cyclic features of star pattern,” Image and Vision Computing, vol. 26, no. 7, pp. 891–897, 2008. View at Publisher · View at Google Scholar · View at Scopus