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Mathematical Problems in Engineering
Volume 2014, Article ID 657985, 9 pages
http://dx.doi.org/10.1155/2014/657985
Research Article

A RBFNN-Based Adaptive Disturbance Compensation Approach Applied to Magnetic Suspension Inertially Stabilized Platform

Quanqi Mu,1,2 Gang Liu,1,2 and Xusheng Lei1,2

1Science and Technology on Inertial Laboratory, Beihang University, Beijing 100191, China
2School of Instrument Science and Opto-Eletronics Engineering, Beihang University, Beijing 100191, China

Received 5 March 2014; Revised 11 June 2014; Accepted 11 June 2014; Published 3 August 2014

Academic Editor: Yi Chen

Copyright © 2014 Quanqi Mu et al. 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. J. M. Hilkert, “Inertially stabilized platform technology: concepts and principles,” IEEE Control Systems Magazine, vol. 28, no. 1, pp. 26–46, 2008. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  2. M. K. Masten, “Inertially stabilized platforms for optical imaging systems: tracking dynamic targets with mobile sensors,” IEEE Control Systems Magazine, vol. 28, no. 1, pp. 47–64, 2008. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  3. M. Řezáč and Z. Hurák, “Vibration rejection for inertially stabilized double gimbal platform using acceleration feedforward,” in Proceedings of the 20th IEEE International Conference on Control Applications (CCA ’11), pp. 363–368, Denver, Colo, USA, September 2011. View at Publisher · View at Google Scholar · View at Scopus
  4. Q. Mu, G. Liu, M. Zhong, and Z. Chu, “Imbalance torque compensation for three-axis inertially stabilized platform using acceleration feedforward,” in Proceedings of the 8th IEEE International Symposium on Instrumentation and Control Technology (ISICT '12), pp. 157–160, London, UK, July 2012. View at Publisher · View at Google Scholar · View at Scopus
  5. Y. Zhang, C. Du, and Q. Mu, “Random error modelling and compensation of accelerometer in airborne remote sensing stabilized platform,” Transactions of the Institute of Measurement and Control, vol. 35, no. 4, pp. 503–509, 2013. View at Publisher · View at Google Scholar · View at Scopus
  6. http://www.npk-photonica.ru/images/specifications_gsm_3000.pdf.
  7. http://www.somag-ag.de/index.php?id=23&L=1.
  8. http://www.leica-geosystems.com/downloads123/zz/airborne/PAV80/Flyer/Leica_PAV80_Flyer_en.pdf.
  9. http://www.leica-geosystems.com/en/Leica-PAV100_103713.htm.
  10. http://www.geospace.co.za/pdf/DMC%20Brochure.pdf.
  11. W. Ji, Q. Li, and B. Xu, “Design study of adaptive fuzzy PID controller for LOS stabilized system,” in Proceedings of the 9th International Conference on Intelligent Systems Design and Applications (ISDA '06), pp. 336–341, October 2006. View at Publisher · View at Google Scholar · View at Scopus
  12. H. J. Hong, P. P. Yun, C. S. Zhao, and Q. Wu, “The application research on fuzzy PI control arithmetic of photoelectric stabilized platform,” in Proceedings of the International Workshop on Intelligent Systems and Applications (ISA '09), pp. 1–5, May 2009. View at Publisher · View at Google Scholar · View at Scopus
  13. A. R. Amr, S. Chengzhi, F. M. Hany, and W. Tongyu, “Design a robust PI controller for line of sight stabilization system,” International Journal of Modern Engineering Research (IJMER), pp. 144–148.
  14. J. M. Hilkert and B. Pautler, “A reduced-order disturbance observer applied to inertially stabilized Line-of-Sight control,” in Proceedings of the 25th SPIE Acquisition, Tracking, Pointing, and Laser Systems Technologies, vol. 8052, 2011. View at Publisher · View at Google Scholar · View at Scopus
  15. R. D. Mahdy, A. N. Amir, and K. S. Ali, “Predictive output control of a three-axis gyrostabilized platform,” Proceedings of the IMechE, Part G: Journal of Aerospace Engineering, pp. 1–11, 2013. View at Google Scholar
  16. K. C. Tan, T. H. Lee, E. F. Khor, and D. C. Ang, “Design and real-time implementation of a multivariable gyro-mirror line-of-sight stabilization platform,” Fuzzy Sets and Systems, vol. 128, no. 1, pp. 81–93, 2002. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  17. J. A. R. Krishna Moorty, R. Marathe, and H. Babu, “Fuzzy controller for line-of-sight stabilization systems,” Optical Engineering, vol. 43, no. 6, pp. 1394–1400, 2004. View at Publisher · View at Google Scholar · View at Scopus
  18. Y. B. Shtessel, “Decentralized sliding mode control in three-axis inertial platforms,” Journal of Guidance, Control, and Dynamics, vol. 18, no. 4, pp. 773–781, 1995. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at Scopus
  19. T. Chen and T. Sheu, “Model reference neural network controller for induction motor speed control,” IEEE Transactions on Energy Conversion, vol. 17, no. 2, pp. 157–163, 2002. View at Publisher · View at Google Scholar · View at Scopus
  20. M. Mohamadian, E. Nowicki, F. Ashrafzadeh, A. Chu, R. Sachdeva, and E. Evanik, “A novel neural network controller and its efficient DSP implementation for vector-controlled induction motor drives,” IEEE Transactions on Industry Applications, vol. 39, no. 6, pp. 1622–1629, 2003. View at Publisher · View at Google Scholar · View at Scopus
  21. F. Lin and P. Shen, “Robust fuzzy neural network sliding-mode control for two-axis motion control system,” IEEE Transactions on Industrial Electronics, vol. 53, no. 4, pp. 1209–1225, 2006. View at Publisher · View at Google Scholar · View at Scopus
  22. J. C. Fang, Z. H. Qi, and M. Y. Zhong, “Feedforward compensation method for three axes inertially stabilized platform imbalance torque,” Journal of Chinese Inertial Technology, vol. 18, no. 1, pp. 38–43, 2010. View at Google Scholar · View at Scopus
  23. http://www.optron.com/system-files/applanix-pos-av-dire-1304365131.pdf.