Aiming at the relative invariability feature extraction problem in the field of radar target identification, a method based on the wavelet transform is proposed. Through classification and identification of the one-directional range profiles of three types of aircrafts, the validity of this method is testified. Meanwhile some attempts are made in the area of applying the fuzzy neural network classifier to radar target identification.