Fourier Analysis

Objective

Learn about Fourier Transform of a signal. Time and Frequency domain representations.

Procedure

Discussion

In the Fourier transform plot, frequency is on the x-axis and the y-axis shows the relative strength of the frequency components of the signal. This is called the frequency domain representation (http://en.wikipedia.org/wiki/Fourier_transform). For the sine wave there is only one dominant peak, the smaller ones are a measure of distortion of the sine wave.

A square wave function can be represented as f(\theta) = \sin(\theta) + \sin(3\theta)/3 + \sin(5\theta)/5 + ⋯. In the Fourier transform of a square wave of frequency f , there will be a 3f component (having an amplitude of one third of f ), 5f component (amplitude one fifth) etc. as shown in the figure.

_images/sqwaveFFT.png _images/sinewaveFFT.png