Neutral-network - Based output-redefinition control of an unmanned aerial vehicle

Procedia Engineering

Volumn 15, Issue , 2011, Pages 352-357

  Zhang, Hua Min ^a   Ding, Xiao Liang ^a   Tao, Jin Niu ^a  

^a First Aeronautic Institute of Air Force   (China)

Author keywords

Neutral network; Nonminimun phase system; Output redefinition

Indexed keywords

CONTROL SCHEMES; FLIGHT CONTROL DESIGN; FORWARD DYNAMIC; MINIMUM PHASE; NARMA-L2; NEUTRAL NETWORK; NEUTRAL NETWORK CONTROL; NONLINEAR NON-MINIMUM PHASE SYSTEMS; NONMINIMUN PHASE; OUTPUT REDEFINITION; TRACKING PERFORMANCE;

DESIGN; INFORMATION SCIENCE; NEURAL NETWORKS; UNMANNED VEHICLES;

UNMANNED AERIAL VEHICLES (UAV);

EID: 84055199660     PISSN: 18777058     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/j.proeng.2011.08.068     Document Type: Conference Paper

References (8)

1. Enns, D., Bugajski, D.J., Hendrick, R. C., Stein, G. "Dynamic Invertion: An Evolving Methodology for flight Control Design", Int, J. Control, 1994, Vol.59, No.1, 71-91.
2. Li Jie, Liu Kai, Xu Hang, Li Li.[C]//Application of intelligence technology in super-maneuverable flight control. 2008 IEEE International Conferences on CIS and RAM, 1185-1188
3. Guo Shuo-feng, Shen Gong-zhang, Wu Cheng-fu, etc. Advanced flight control system[M]. Beijing: National defence industry publishing house. 2003: 246-279
4. Fan zi-qiang, Fang zhen-ping. Nonlinear flight control design for super maneuverable aircraft. Beijing: Journal of Beijing University of Aeronautics and Astronautics, 2000, 26(4): 404-407
5. Slotine, J.E., Li W. Applied Nonlinear Control, Prentice-Hall, Englewood Cliffs, N.J.,1991.
6. Benvenuti, L., Benedetto, M. D. DI. "Approximate Output Tracking for Nonlinear Non-minimum Phase System with an Application to Flight Control", International Journal of Robust and Nonlinear Control, Vol. 4, 397-414, 1994.
7. Narendra, K.S., Mukhopadhyay, S. "Adaptive Control Using Neural Networks and Approximate Models", IEEE Transactions on Neural Networks, Vol. 8, No. 3, May 1997.
8. Romanno, J.J., Singh, S. N. "I-O Map Invertion, Zero Dynamics and Flight Control". IEEE Transactions on Aerospace and Electronic Systems, Vol.26, No.6, November 1990