Title :
Nonlinear aircraft control using a minimal radial basis function neural network
Author :
Nigel, Chua Boon Hong ; Sundararajan, N. ; Saratchandran, P.
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Inst., Singapore
Abstract :
A nonlinear inverse flight controller for fighter aircraft is designed using the minimal resource allocation neural network (MRAN) learning algorithm. MRAN has been shown to produce a minimal radial basis function network. The performance of the MRAN controller for the F8 aircraft is highlighted for following pilot commands
Keywords :
aircraft control; feedforward neural nets; military aircraft; neurocontrollers; nonlinear control systems; F8 aircraft; fighter aircraft; minimal radial basis function neural network; minimal resource allocation neural network learning algorithm; nonlinear inverse flight controller; pilot commands; Aerospace control; Aerospace electronics; Aircraft propulsion; Mathematical model; Military aircraft; Neural networks; Neurofeedback; Radial basis function networks; Resource management; State feedback;
Conference_Titel :
American Control Conference, 1998. Proceedings of the 1998
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-4530-4
DOI :
10.1109/ACC.1998.703102
