Multiple model based flight control design

Midwest Symposium on Circuits and Systems

Volumn 3, Issue , 2002, Pages

  Thampi, Geetha K ^a   Principe, Jose C ^a   Motter, Mark A ^b   Cho, JeongHo ^a   Lan, Jing ^a  

^a UNIVERSITY OF FLORIDA   (United States)

^b NASA LANGLEY RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; CONTROL SYSTEM ANALYSIS; KALMAN FILTERING; NEURAL NETWORKS; SELF ORGANIZING MAPS;

FLIGHT CONTROL SYSTEMS;

FLIGHT DYNAMICS;

EID: 0036976275     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Lee, C. H., Chung, M. J., "Gain Scheduled State Feedback Control Design Technique for Flight Vehicles", IEEE Transactions on Aerospace and Electronic Systems, Vol. 37, No. 1, January 2001, pp. 173-182.
2. B. S. Kim, Anthony, J. Calise, "Nonlinear Flight control Using Neural Networks", Journal of Guidance, Control and Dynamics, Vol. 20, No. 1, January-February 1997.
3. Troudet, T. Garg, S. Merril, W., "Neural Network Application to Aircraft Control System Design," Journal of Guidance, Control, and Dynamics, Vol. 16, No. 4, 1993, pp. 738-747.
4. Sadhukhan, D., Fateih S., "F8 Neurocontroller Based on Dynamic Inversion", Journal of Guidance, Control and Dynamics, Vol. 19, No. 1, 1996, pp. 150-156.
5. Napolitano M. R., Kincheloe M. "On-Line Learning Neural Network Controllers for Autopilot Systems," Journal of Guidance, Control and Dynamics, Vol. 18, No. 6, 1995, pp. 1008-1015.
6. D. G. Lainiotis, (1976) "Partitioning: A Unifying Framework for Adaptive Systems", Proceedings of the IEEE, 64:1126-1143, 1182-1197, August 1976.
7. K. S. Narendra, S. Mukhopadhyay, (1997) "Adaptive Control using Neural Networks and Approximate Models", IEEE Transactions on Neural Networks, 475-485, Vol. 8, No. 3, May 1997.
8. K. S. Narendra, J. Balakrishnan, (1997) "Adaptive Control using Multiple Models", IEEE Transactions on Automatic Control, 171-187, Vol. 42, No. 2, February 1997.
9. K. S. Narendra, J. Balakrishnan, M. K. Ciliz, (1995) "Adaptive and Learning using Multiple Models, Switching and Tuning", IEEE Control Systems, 37-50, June 1995.
10. J. C. Principe, L. Wang, M. A. Motter, (1998) "Local Dynamic Modeling with Self-Organizing Maps and Applications to Nonlinear System Identification and Control", Proceedings of IEEE, 2240-2258 Vol. 86, No. 11, November 1998.
11. M. Motter (1997), "Control of the NASA transonic wind tunnel the self-organizing feature map," Ph.D. dissertation, Univ. of Florida, Gainesville, Dec. 1997
12. Thampi G. K., Principe J. C., Cho J., Erdogmus D., Motter M. A., "Adaptive Inverse Control Using SOM based Multiple Models", to appear in Controlo 2002
13. B. Widrow, E. Walach, (1996), "Adaptive Inverse Control," Prentice Hall Information & System Science Series, NJ
14. Cho, J., Lan, J., Thampi G., Principe J. C., Motter M. A,"Identification of Aircraft Dynamics Using a SOM and Local Linear Models", to be published in MWSCAS Aug 2002.
15. B. Widrow, S. D. Stearns (1985), " Adaptive Signal Processing, Prentice-Hall, Englewood Cliffs, NJ.
16. Karniel, A., Meir, R., Inbar, G. F., "Best estimated inverse versus the inverse of the best estimator", Neural Networks Vol. 14, 2001, pp. 1153-1159