Sampling Theorem
Wolfram Demonstrations Project · 2008
The top figure shows a sine wave of frequency and its samples The bottom figure shows the Fourier spectrum of the sampled signal It consists of two spectral lines at repeated periodically at integer multiples of the sampling rate According to the sampling theorem for the samples uniquely represent the sine wave of frequency For aliasing occurs because the replicated spectra begin to overlap I