Title :
Blending of missile control modes with neural networks
Author :
Farges, Jean-Loup ; Fabiani, Patrick ; Le-Menec, Stephane
Author_Institution :
ONERA, France
Abstract :
A solution using neural networks for the problem of the choice of the control mode of a missile is proposed and implemented. The test on 7000 interceptions shows that this approach makes it possible to reduce the number of failures (miss distance larger than 5 meters) compared to the use of expert rules.
Keywords :
expert systems; missile control; neural nets; expert rules; missile control modes; neural networks; Acceleration; Aerodynamics; Banking; Elevators; Feedback loop; Life estimation; Missiles; Neural networks; Testing; Turning;
Conference_Titel :
Neural Networks for Signal Processing, 2003. NNSP'03. 2003 IEEE 13th Workshop on
Print_ISBN :
0-7803-8177-7
DOI :
10.1109/NNSP.2003.1318012