Nonlinear neural flight control system design

Collection of Technical Papers - AIAA 1st Intelligent Systems Technical Conference

Volumn 1, Issue , 2004, Pages 21-28

  Suresh, S ^a   Omkar, S N ^a   Mani, V ^a  

^a INDIAN INSTITUTE OF SCIENCE   (India)

Author keywords

[No Author keywords available]

Indexed keywords

AIRCRAFT; ALGORITHMS; BACKPROPAGATION; COMPUTER SIMULATION; DATA REDUCTION; DEGREES OF FREEDOM (MECHANICS); FEEDBACK CONTROL; FUNCTIONS; NEURAL NETWORKS; NONLINEAR CONTROL SYSTEMS; TRACKING RADAR; VECTORS;

DYNAMIC BACKPROPAGATION LEARNING ALGORITHMS; NEURAL ADAPTIVE CONTROL PROBLEMS; NONLINEAR NEURAL FLIGHT CONTROL SYSTEMS; STATE TRANSITION FUNCTIONS;

FLIGHT DYNAMICS;

EID: 19944384923     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2004-6219     Document Type: Conference Paper

References (11)

1. Gupta, M. M. and Rao, D. H., Neuro-Control Systems: Theory and Applications, New York, 1994.
2. Narendra, K. S. and Parthasarathy, K., "Identification and control of dynamical systems using neural networks," IEEE Transactions on Neural Networks, Vol. 1, No. 1, 1990, pp. 4-27.
3. Kadirkamanathan, V. and Niranjan, M., "A function estimation approach to sequential learning with neural networks," Neural Computation, Vol. 5, 1993, pp. 954-975.
4. Calise, A. J. and Rysdyk, R. T., "Nonlinear adaptive control using neural networks," IEEE Control Systems Magazine, Vol. 18, No. 6, 1998, pp. 14-25.
5. Y. Li, N. S. and Saratchandran, P., "Neuro-controller design for nonlinear fighter aircraft maneuver using fully tuned RBF networks," Automatica, Vol. 37, 2001, pp. 1293-1301.
6. Li, Y., Sundararajan, N., and Saratchandran, P., "Stable neuro-flight-controller using fully tuned radial basis function neural networks," Journal of Guidance, Control and Dynamics, Vol. 24, No. 4, 2001, pp. 665-674.
7. Kim, B. and Calise, A. J., "Nonlinear flight control using neural networks," Journal of Guidance, Control and Dynamics, Vol. 20, No. 1, 1997, pp. -.
8. Suresh, S., Kannan, N., Omkar, S. N., and Mani, V., "Time bounded neural network command control design for unstable aircraft," 42nd AIAA Aerospace Sciences Meeting and Exhibit, No. 1, 2004, pp. -.
9. Troudet, T., Garg, S., and Merril, W., "Neural Network Application to Aircraft Control System Design," Journal of Guidance, Control, and Dynamics, Vol. 16, No. 4, 1993, pp. 738-747.
10. Stevens, B. L. and Lewis, F. L., Aircraft control and simulation, Jhon Wiley and Sons, Inc., NY, 1992.
11. Leontartis, I. J. and Billings, S., "Input-output parametric models for non-linear systems, Part I: deterministic non-linear systems," International Journal of Control, Vol. 41, No. 2, 1985, pp. 303-328.