Essential
Facts About Fourier Series
(Otherwise:
Everything you wanted to know about Fourier Series but were afraid to ask)
When Fourier discovered/invented the Series named after him he did two
things - things that you need to remember.
-
Fourier discovered that
a periodic signal could be expressed mathematically as a sum of sines and
cosines. Each sine or cosine is multiplied by a coefficient, and
then everything is added together.
-
Fourier not only discovered
that the signal could be expressed mathematically as a sum of sines and
cosines, he also discovered formulas that let you get the coefficients
of the sines and cosines.
If you know what those two facts mean, then you are well on your way to
understanding Fourier Series.
The Fourier
Sum
Here is the expression that Fourier found for a periodic signal.
In this expression note
the following.
-
This expression can be
used to represent any periodic signal.
-
A periodic signal repeats.
Say the time for a repetition is T seconds. Then, if the periodic
signal is f(t), we would have:
-
The sum could have an
infinite number of terms.
-
All terms are at an integral
multiple of a fundamental frequency:
-
fo =
1/T = fundamental frequency (Hertz)
-
wo
= 2pfo
= fundamental angular frequency (radians/second)
-
The multiples of the fundamental
frequency are call the harmonics.
The Fourier
Coefficients
Fourier also figured out a way to compute the coefficients in the series.



There is one exception
to the rule:

And that is it.
That is not to say that doing the integrals will be easy. It might
not be, and you might need to do the integration numerically, especially
if you have numerical data. That is another topic.