High bandwidth adaptive flight control

AIAA Guidance, Navigation, and Control Conference and Exhibit

Volumn , Issue , 2000, Pages

  Calise, Anthony J ^a   Lee, Hungu ^a   Kirn, Nakwan ^a  

^a Georgia Institute of Technology   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BANDWIDTH; FLIGHT CONTROL SYSTEMS;

ADAPTIVE OUTPUT-FEEDBACK CONTROL; FLIGHT CONTROL; HIGH BANDWIDTH; HIGH FREQUENCY DYNAMICS; INPUT/OUTPUT; PARAMETRIC UNCERTAINTIES; PITCH RATE; UNMODELED DYNAMICS;

FEEDBACK;

EID: 85088345639     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2000-4551     Document Type: Conference Paper

References (18)

1. A. Isidori, Nonlinear Control Systems, Third Edition, Springer-Verlag, London, 1995.
2. H. K. Khalil, Nonlinear Systems, Second Edition, Prentice Hall, Inc., New Jersey, 1996.
3. B. S. Kirn and A. J. Calise, "Nonlinear flight control using neural networks", Journal of Guidance, Control and Dynamics, Vol. 20, No. 1, pp. 26-33, 1997.
4. F. C. Chen and H. K. Khalil, "Adaptive control of nonlinear systems using neural networks," International Journal of Control, Vol. 55, No. 6, pp. 1299-1317, 1992.
5. A. Yesildirek and F. L. Lewis, "Feedback linearization using neural networks," Automatica, Vol. 31, No. 11, pp. 1659-1664, 1995.
6. F. L. Lewis, S. Jagannathan and A. Yesildirek, Neural Network Control of Robot Manipulators And Nonlinear Systems, Taylor and Francis, London, 1998.
7. J. Leitner, A. J. Calise and J. V. R. Prasad, "Analysis of adaptive neural networks for helicopter flight controls," AIAA Journal of Guidance, Control, and Dynamics, Vol. 20-5, pp. 972-979, Sept.-Oct. 1997.
8. R.T. Rysdyk and A. J. Calise, "Adaptive model inversion flight control for tiltrotor aircraft," AIAA Journal of Guidance, Control, and Dynamics, February 1998.
9. M. B. McFarland and A. J. Calise, "Multilayer neural networks and adaptive nonlinear control of agile anti-air missiles", AIAA Guidance, Navigation and Control Conference, Paper No.97-3540, August 1997.
10. A. J. Calise, S. Lee and M. Sharma, "Direct adaptive reconfigurable control of a tailless fighter aircraft," AIAA Guidance, Navigation and Control Conference, Boston, MA, August 1998
11. Y. Kim and F. L. Lewis, High Level Feedback Control with Neural Networks, World Scientific, New Jersey, 1998.
12. N. Hovakimyan, R.T. Rysdyk and A.J. Calise, "Dynamic neural networks for output feedback control", Proceedings of the IEEE Conference on Decision and Control, Arizona, Dec. 1999.
13. N. Hovakimyan, F. Nardi, A. J. Calise and H. Lee, "Adaptive output feedback control of a class of non-afHne nonlinear systems using neural networks," submitted to /Rater- Notional Journal of Control, 1999.
14. A. J. Calise, N. Hovakimyan and H. Lee, "Adaptive output feedback control of nonlinear systems using neural networks," submitted to American Control Conference, Chicago, June 2000.
15. E. Johnson, "Feedback Linearization with Neural Network Augmentation Applied to the X-33 Attitude Control," submitted to AIAA Guidance, Navigation and Control Conference, Denver, CO, August 2000.
16. K. Hornik, M. Stinchcombe, and H. White, "Multilayer feedforward networks are universal approximators," IEEE Transactions on Neural Networks, vol. 2, pp. 359-366, 1989.
17. C. Munzinger, "Development of a Real-Time Flight Simulator for an Experimental Model Helicopter," Master's Thesis, Georgia Institute of Technology, School of Aerospace Engineering, December 1998.
18. F. Nardi and A. J. Calise, "Robust Adaptive Nonlinear Control using Signle Hidden Layer Neural Networks", submited to Conference on Decision and Control, 2000.