While the Fourier transform has reshaped the manner in which engineers interpret signals, it
becomes evident that by utilizing a series of in" nite basis functions, time-varying features
cannot be captured. The realization that non-stationary features often characterize
processes of interest led to the de" nition of alternative transforms that rely on bases of" nite
length, one of the most popular of which is the wavelet transform.