Neural network modeling of cold-gas thrusters for a spacecraft formation flying test-bed

IECON Proceedings (Industrial Electronics Conference)

Volumn , Issue , 2012, Pages 2619-2621

  Chaoui, Hicham ^a   Sicard, Pierre ^a   Lee, James ^b   Ng, Alfred ^b  

^a UNIVERSITÉ DU QUÉBEC À TROIS RIVIÈRES   (Canada)

^b CANADIAN SPACE AGENCY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

AIR BEARING; AIR PRESSURES; APPROXIMATION CAPABILITIES; CANADIAN SPACE AGENCY; COLD-GAS THRUSTERS; FREE-FLOATING SPACECRAFTS; HIGH-PRECISION MODELS; NETWORK-BASED MODELING; NEURAL NETWORK MODELING; PLANAR MOTION; SPACECRAFT FORMATION FLYING;

ATMOSPHERIC PRESSURE; INDUSTRIAL ELECTRONICS; SPACECRAFT;

NEURAL NETWORKS;

EID: 84872942462     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IECON.2012.6388839     Document Type: Conference Paper

References (15)

1. J. Lee, Y. Kim, and A. Ng, "Formation Flying Test-bed Development: Modeling, Control and Simulations," Space Technologies, Canadian Space Agency (CSA), Tech. Rep., March 2006.
2. L. Hui and J. Li, "Terminal Sliding Mode Control for Spacecraft Formation Flying," IEEE Transactions on Aerospace and Electronic Systems, vol. 45, no. 3, pp. 835-846, July 2009.
3. Z. Chen and J. Huang, "Attitude Tracking and Disturbance Rejection of Rigid Spacecraft by Adaptive Control," IEEE Transactions on Automatic Control, vol. 54, no. 3, pp. 600-605, Mar. 2009.
4. O. Smogeli and A. Sorensen, "Antispin Thruster Control for Ships," IEEE Transactions on Control Systems Technology, vol. 17, no. 6, pp. 1362-1375, Nov. 2009.
5. M. Krieg and K. Mohseni, "Dynamic Modeling and Control of Biologically Inspired Vortex Ring Thrusters for Underwater Robot Locomotion," IEEE Transactions on Robotics, vol. 26, no. 3, pp. 542-554, June 2010.
6. F. Santoni, P. Tortora, F. Graziani, G. Manzoni, E. D. Fabrizio, and L. Vaccari, "Micropropulsion experiment on UNISAT-2," in IEEE Aerospace Conference, 2002, pp. 479-486.
7. X. Jian, B. Gang, Y. QinJun, and L. Jun, "Design and Development of a 5-DOF Air-Bearing Spacecraft Simulator," in International Asia Conference on Informatics in Control, Automation and Robotics, 2009, pp. 126-130.
8. M. Mesbahi and F. Y. Hadaegh, "Mode and Logic-based Switching for the Formation Flying Control of Multiple Spacecraft," in American Control COIlf"erence, 2001, pp. 710-715.
9. A.-Z. Zou, K. D. Kumar, and Z.-G. Hou, "Quaternion-Based Adaptive Output Feedback Attitude Control of Spacecraft Using Chebyshev Neural Networks," IEEE Transactions on Neural Networks, vol. 21, no. 9, pp. 1457-1471, Sep. 2010.
10. Y. Xiaofang, W. Yaonan, S. Wei, and W. Lianghong, "RBF Networks-Based Adaptive Inverse Model Control System for Electronic Throttle," IEEE Transactions on Control Systems Technology, vol. 18, no. 3, pp. 750-756, May 2010.
11. C. Chin-Hsing and S. Sheng-Li, "Application of Fuzzy Controllers for Spacecraft Attitude Control," IEEE Transactions on Aerospace and Electronic Systems, vol. 45, no. 2, pp. 761-765, Apr. 2009.
12. C. T. Lin and C. S. G. Lee, Neural Fuzzy Systems: A Neuro-Fuzzy Synergism to Intelligent Systems. Prentice Hall, 1996.
13. K. Hornik, "Approximation capabilities of multilayer feed forward networks," Neural Networks, vol. 4, no. 2, pp. 251-257, January 1991.
14. J. Lee, S. Mondor, Y. Kim, and A. Ng, "Thrust Calibration of Flow Control valves in Formation Flying Test-bed," Space Technologies, Canadian Space Agency (CSA), Tech. Rep., July 2006.
15. H. Chaoui, P. Sicard, and W. Gueaieb, "ANN-Based Adaptive Control of Robotic Manipulators with Friction and Joint Elasticity," IEEE Transactions on Industrial Electronics, vol. 56, no. 8, pp. 3174-3187, Aug. 2009.