Fourier transform is one of the most widely used techniques in the signal processing. It converts signals from time domain to frequency domain. In this work, the ultrasonic waves reflected from both the tip and mouth of the surface crack are transformed to frequency domain through Fourier transformation. The time delay ∆t between the two reflection waves can be extracted from the frequency spectrum. The Fourier transformation of a time domain signal f(t) is defined as