Abstract: In this paper, a disorimination analysis procedure, based on the principal component analysis in frequency domain, is introduced. The calculation is much simpler than that in the method given by Gersh W. （1981） in time domain. The discriminative results show that there exist high association between the visual evoked potential（VEP）, and aviation intelligence.