Adaptive flight control and on-line learning

1997 Guidance, Navigation, and Control Conference

Volumn , Issue , 1997, Pages 373-380

  Totah, Joseph J ^a  

^a NASA AMES RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; AIRCRAFT CONTROL; ATMOSPHERIC THERMODYNAMICS; ATMOSPHERIC TURBULENCE; AUTOMATION; CONTROLLERS; DYNAMICS; E-LEARNING; FIGHTER AIRCRAFT; NEURAL NETWORKS; POWER CONTROL; SUPERSONIC AIRCRAFT; TRACKING (POSITION);

ADAPTIVE FLIGHT CONTROLS; ADVANCED CONTROL TECHNOLOGIES; AERODYNAMIC COEFFICIENTS; CONTROL ARCHITECTURE; ON-LINE NEURAL NETWORKS; REAL TIME SIMULATIONS; STABILIZATION CHARACTERISTICS; TRAINED NEURAL NETWORKS;

FEEDBACK;

EID: 84959163054     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Kirn, B. S. and Calise, A. J., "Nonlinear Flight Control Using Neural Networks", AIAA Paper 94- 3646-CP, 1994.
2. Chiang, C. and Youssef, H. M., "Neural Network Approach to Aerodynamic Coefficients Estimation and Aircraft Failure Isolation Design, AIAA Paper 94-3599- CP, 1994.
3. Napolitano, M. R., Naylor, S., Neppach, C., and Casdorph, V., "On-Line Learning Non-Linear Direct Neuro Controllers for Restructurable Control Systems", AIAA Paper 94-3643-CP, 1994.
4. Barron, R. L., Cellucci, R. L., Jordan, P. R. Ill, and Beam, N. E., "Applications of Polynomial Neural Networks to FDIE and Reconfigurable Flight Control", IEEE Paper CH2881-1/90/0000-0507, 1990.
5. Norgaard, M., Jorgensen, C., and Ross, J., "Neural Network Prediction of New Aircraft Design Coefficients", NASA TM 43188, 1997.
6. Jorgensen, C. C., "Direct Adaptive Aircraft Control Using Neural Networks", NASA TM 47136, January, 1997.
7. Zeh, J. M., Young, D. L., and Couture, N. J., "STOL and Maneuver Technology Demonstrator (S/MTD) Stability Derivatives", WL-TR-92-3055, 1992.
8. Kim, B. S., "Nonlinear Flight Control Using Neural Networks", PhD. Thesis, Georgia Institute of Technology, School of Aerospace Engineering, 1993.
9. Totah, J., "An Examination of Aircraft Aerodynamic Estimation Using Neural Networks", SAE Technical Paper Series 952036, 1995.