How to Plot a Fourier Series?

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Alexander McGlone
Alexander McGlone 2020년 10월 24일
답변: Gabriele Bunkheila 2024년 7월 29일
Hi,
I was given a half range expansion function f(x) = 0, 0<x<2 and f(x) = 1, <2<x<4.
I was asked to solve for the Fourier cosine series and Fourier sine series and then plot each.
I solved by hand:
Fourier Cosine Series:
a0 = 1/2
an = -2/(n*pi)*sin((n*pi)/2)
f(x) = 1/2 + sum(an*cos((n*pi*x)/4)) from n =1 to infinity
Fourier Sine Series:
bn = [2/(n*pi)]*[(-1)^(n+1) + cos((n*pi)/2)]
f(x) = sum(bn*sin((n*pi*x)/4))
I'm fairly new to Matlab and very unexperienced, where I'm having dificulty is plotting these functions against x, say x = [-24 24] and n=1:1:50 or until square waves appear. I gained some experience plotting their partial sums using fplot, but that approach does not appear to work here. It isn't feasible to plot the 50th partial sum. I've seen more arrayfun usage online, but I do not understand it whatsoever.
Any help and explanation would be greatly appreciated. Thanks in advance.

채택된 답변

Alan Stevens
Alan Stevens 2020년 10월 24일
편집: Alan Stevens 2020년 10월 24일
Here's the cosine version. You can add the sin version and play with different ranges for n:
x = -24:0.1:24;
n = 10;
ycos = fcos(x,n);
plot(x,ycos),grid
xlabel('x'),ylabel('cos function')
% Define functions
function f = fcos(x,n)
f = zeros(1,numel(x));
f = 1/2;
for i = 1:n
an = -2*sin(i*pi/2)/(i*pi);
f = f + an*cos(i*pi*x/4);
end
end
This results in

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Gabriele Bunkheila
Gabriele Bunkheila 2024년 7월 29일
If you need a review of the basics on Fourier Analysis, I recommend taking a look at the Fourier Analysis learning module on MATLAB Central File Exchange (including the Sine and Cosine series App captured below).

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