Fault Diagnosis for a Certain Type of Airborne Radar Circuit Based on Improved RBF Neural Networ
Shuo Chang · Aircraft Design · 2012
Study on RBF neural network applied in diagnosing fault is one of important problems.However,there are many nerve cells of hidden layer when RBF neural network is applied in diagnosing fault.Training time is longer when nerve cells of hidden layer are more.A kind of diagnosing fault's method based on improved RBF neural network is put forward to solve the problem.The nerve cells of hidden layer is less and Training time is shorter.The method is effective when it is applied in diagnosing the faults of radar's circuits.