Aliasing
This mixing of spectrums is called aliasing. It has the effect of introducing high-frequencies into our original function. There are two ways of dealing with aliasing.

The first is to low pass filter our signal before we sample it.

The second is to increase the sampling frequency

Lecture 5   Slide 11   6.837 Fall '01