Fourier Series of a step function

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Homework Help Overview

The discussion revolves around finding the Cosine Fourier Series for a step function defined on the interval [0, 4]. The function takes the value 0 for 0 < x < 2 and 1 for 2 < x < 4. Participants are exploring the implications of extending this non-periodic function into a periodic domain.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants discuss the calculation of Fourier coefficients and question the setup of the function for the Fourier series. There is a focus on how to properly extend the function to make it periodic, with some suggesting that the period should be considered as twice the original interval. Others question the necessity of symmetrizing the function around x = 0 and whether the choice of extension is arbitrary.

Discussion Status

The discussion is ongoing, with participants providing insights into the nature of Fourier series and the requirements for extending functions. Some guidance has been offered regarding the correct formulation of the Fourier coefficient, but there is no explicit consensus on the best approach to take for the function's periodic extension.

Contextual Notes

There are indications of confusion regarding the application of the Fourier series formula and the implications of the function's definition on the interval [0, 4]. Participants are also navigating the constraints of homework rules regarding function periodicity and symmetry.

Oreith
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Homework Statement


[/B]
[tex] f(x)=\left\{\begin{array}{cc}0,&\mbox{ if }<br /> 0< x < 2\\1, & \mbox{ if } 2<x<4\end{array}\right.[/tex]
Show that the Cosine Fourier Series of f(x) for the range [0,4] is given by:

[tex]A + B\sum^{\infty}_{n=0}\frac{(-1)^n}{(2m+1)}cos(\frac{(2m +1) \pi x}{2})[/tex]

Homework Equations



[tex]a_n = \frac{2}{L}\int^{x_0 + L}_{x_0} f(x)cos(\frac{2\pi nx}{L})dx[/tex]

The Attempt at a Solution



L = 4
[tex]a_n = \frac{1}{2}\int^{4}_{0} f(x)cos(\frac{\pi nx}{2})dx =\frac{1}{2}\int^{2}_{0} 0cos(\frac{\pi nx}{2})dx+\frac{1}{2}\int^{4}_{2} cos(\frac{\pi nx}{2})dx = \frac{1}{2}\int^{4}_{2} cos(\frac{\pi nx}{2})dx[/tex]

[tex]= \frac{1}{2}[\frac{2 sin(2n\pi)}{\pi n} - \frac{2 sin(n\pi)}{\pi n} = \frac{1}{2}[0 - 0] = 0[/tex]

I do get a non-zero a0 term but it seems weird to me that B would be zero, is my L wrong?
 
Last edited:
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When dealing with Fourier cosine and sine series, you are actually extending a non-periodic function onto a periodic even or odd domain. Hence the effective period is actually twice as large instead, that is to say, you are actually working with the interval -4 < x < 4 here as the basic unit.
 
Fightfish said:
When dealing with Fourier cosine and sine series, you are actually extending a non-periodic function onto a periodic even or odd domain. Hence the effective period is actually twice as large instead, that is to say, you are actually working with the interval -4 < x < 4 here as the basic unit.

I see, is this symmetrisation of the interval around x = 0 always necessary or does it depend on f(x)?
 
Well, if you want to express a non-periodic function in terms of a Fourier series, then you will have to choose how to extend it to a periodic function - there are arbitrarily many different ways of doing so, but for convenience, usually we will choose the odd or even extensions, which lead respectively to the Fourier sine and cosine series.
 
My function is only defined for 0 < x < 4. To make it periodic does my function become:

[tex] f(x)=\left\{\begin{array}{cc}<br /> 0,&\mbox{ if }<br /> -4< x < -2\\<br /> 1,&\mbox{ if }<br /> -2< x < 0\\<br /> 0,&\mbox{ if }<br /> 0< x < 2\\1, & \mbox{ if } 2<x<4\end{array}\right.[/tex]
 
No. Because you're asked to find the cosine series, you have to extend f(x) such that it's even about x=0.
 
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Thanks! Is the choice completely arbitrary for the complex exponential Fourier Series since it has both sine and cosine components?
 
Oreith said:

Homework Statement


[/B]
[tex] f(x)=\left\{\begin{array}{cc}0,&\mbox{ if }<br /> 0< x < 2\\1, & \mbox{ if } 2<x<4\end{array}\right.[/tex]
Show that the Cosine Fourier Series of f(x) for the range [0,4] is given by:

[tex]A + B\sum^{\infty}_{n=0}\frac{(-1)^n}{(2m+1)}cos(\frac{(2m +1) \pi x}{2})[/tex]

Homework Equations



[tex]a_n = \frac{2}{L}\int^{x_0 + L}_{x_0} f(x)cos(\frac{2\pi nx}{L})dx[/tex]
Your problem is in that formula for ##a_n##. In your problem with ##L=4## it should read
$$a_n = \frac 2 4 \int_0^4 f(x) \cos(\frac{n\pi x}{4})~dx$$
 
Last edited:
I'm sorry but I don't really see that?
 
  • #10
Oreith said:
I'm sorry but I don't really see that?
Look here, for example:
http://www.intmath.com/fourier-series/4-fourier-half-range-functions.php
 
Last edited by a moderator:
  • #11
Oreith said:
Thanks! Is the choice completely arbitrary for the complex exponential Fourier Series since it has both sine and cosine components?
That's right. There's no symmetry requirement for the complex exponential series.
 

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