Fourier transform using residues

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Homework Help Overview

The discussion revolves around finding the Fourier transform of the function f(t) = e^(-at^2) using the residue theorem, with a focus on the implications of holomorphic functions and contour integration. Participants also explore a related problem involving the Fourier transform of sin(at)/at.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants discuss the use of the residue theorem and the implications of holomorphic functions in their attempts to evaluate the Fourier transform. There are questions about alternative methods that do not involve residues and the proper handling of integrals involving sin(at)/at.

Discussion Status

Guidance has been offered regarding the evaluation of integrals and the importance of contour selection. Some participants are exploring different interpretations of the results, particularly concerning the Fourier transform of sinc functions and the conditions under which certain values are obtained.

Contextual Notes

Participants note the need to consider the principal value of integrals and the implications of closing contours in different half-planes based on the parameters involved. There is an acknowledgment of the complexity in visualizing the step function behavior in the context of the Fourier transform.

libelec
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Homework Statement


Find the Fourier transform of f(t) = e-at2, with a > 0 using the residue theorem.

The Attempt at a Solution



The problem I have is the function g(t) = f(t).e-iwt, which is holomorph in all C. Is there another way to do it without residues?
 
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f(t)*exp(-iwt)=exp(-a*t^2-iwt). You want to complete the square and displace the integration off the x-axis using that the function is holomorphic. If you want some gory details about a very similar problem check out Count Iblis's advice in https://www.physicsforums.com/showthread.php?t=368440 You can ignore the residues, in the sense that there aren't any because there are no poles. You should still pay some attention the contours, as Count Iblis points out.
 
Last edited:
OK, thanks. I have another question though. I tried this same thing but with the sin(at)/at.

Now, I turned the integral such that [tex]\[\int\limits_{ - \infty }^\infty {\frac{{Sin(at)}}{{at}}{e^{ - iwt}}dt} = {\mathop{\rm Im}\nolimits} \left( {\int\limits_{ - \infty }^\infty {\frac{{{e^{iat}}{e^{ - iwt}}}}{{at}}dt} } \right) = {\mathop{\rm Im}\nolimits} \left( {\int\limits_{ - \infty }^\infty {\frac{{{e^{i(a - w)t}}}}{{at}}dt} } \right) = {\mathop{\rm Im}\nolimits} \left( {\int\limits_{} {\frac{{{e^{i(a - w)z}}}}{{az}}dz} } \right)\][/tex].

Then, evualuating the integral [tex]\[{\int\limits_\gamma {\frac{{{e^{i(a - w)z}}}}{{az}}dz} }\][/tex] I arrive to the known result that it's equal to i[tex]\[\pi \][/tex]/a. Then the Fourier transform is [tex]\[\pi \][/tex]/a.

But the Fourier transform of sinc is a rectangular function. That means that there are values of w in which the Fourier transform equals the found value, and values of w in which it equals 0. Where do I see that?
 
Taking the imaginary part like you did there doesn't quite work here, because you have to end up with sin(at)exp(-i w t). Also, note that you would also have to take the principal value of the integral when you do that.

Instead of taking the imaginary part, you can substitute:



sin(at) = 1/(2i) [exp(i a t) - exp(-iat)]

in the integrand. Then you replace the integral by the principal value of the integral (i.e. you omit the interval from minus epsilon to epsilon and consider the limit of epsilon to zero). Then you can split up the integral in the two parts with the terms exp(i a t) and exp(- i a t). For each integral you have to consider an appropriate contour integral.
 
So, [tex]\[\int\limits_{ - \infty }^\infty {\frac{{\sin (at).{e^{ - iwt}}}}{{at}}dt} = \int\limits_{ - \infty }^\infty {\frac{{\left( {{e^{iat}} - {e^{ - iat}}} \right).{e^{ - iwt}}}}{{2i.at}}dt} = \mathop {\lim }\limits_{A \to \infty } \int\limits_{ - A}^A {\frac{{{e^{iat}}.{e^{ - iwt}}}}{{2i.at}}dt} - \int\limits_{ - A}^A {\frac{{{e^{ - iat}}.{e^{ - iwt}}}}{{2i.at}}dt = } \mathop {\lim }\limits_{A \to \infty } \int\limits_{ - A}^A {\frac{{{e^{i(a}}^{ - iw)t}}}{{2i.at}}dt} - \int\limits_{ - A}^A {\frac{{{e^{ - i(a + w)t}}}}{{2i.at}}dt} \][/tex]

How is that any different from what I did before? Why should I end up with the expression sin(at)exp(-i w t), if that's the imaginary part of exp(iat).exp(-iwt)?
 
Count Ibis said:
Taking the imaginary part like you did there doesn't quite work here, because you have to end up with sin(at)exp(-i w t).

This is what I don't understand.
 
What is Im[exp(i a t) exp(-i w t)] ?
 
libelec said:
OK, thanks. I have another question though. I tried this same thing but with the sin(at)/at.

Now, I turned the integral such that [tex]\[\int\limits_{ - \infty }^\infty {\frac{{Sin(at)}}{{at}}{e^{ - iwt}}dt} = {\mathop{\rm Im}\nolimits} \left( {\int\limits_{ - \infty }^\infty {\frac{{{e^{iat}}{e^{ - iwt}}}}{{at}}dt} } \right) = {\mathop{\rm Im}\nolimits} \left( {\int\limits_{ - \infty }^\infty {\frac{{{e^{i(a - w)t}}}}{{at}}dt} } \right) = {\mathop{\rm Im}\nolimits} \left( {\int\limits_{} {\frac{{{e^{i(a - w)z}}}}{{az}}dz} } \right)\][/tex].

Then, evualuating the integral [tex]\[{\int\limits_\gamma {\frac{{{e^{i(a - w)z}}}}{{az}}dz} }\][/tex] I arrive to the known result that it's equal to i[tex]\[\pi \][/tex]/a. Then the Fourier transform is [tex]\[\pi \][/tex]/a.

But the Fourier transform of sinc is a rectangular function. That means that there are values of w in which the Fourier transform equals the found value, and values of w in which it equals 0. Where do I see that?

You aren't going to see the step function correctly unless you are a lot more careful with defining the contours. Don't do 'Im' and consider both integrals when you expand (exp(aiz)-exp(-aiz)). Which half plane you need to close each contour in depends on the sign of (a-w) and (a+w). I would also change z into z-i*epsilon with epsilon>0 and then let epsilon -> 0 at the end. That puts the pole definitely in the upper half plane.
 
Count Iblis said:
What is Im[exp(i a t) exp(-i w t)] ?

sin[at]*exp(-iwt).
 
  • #10
Ah, no, wait. I'm not considering the exp(-iwt) imaginary part, that's what you're saying?
 
  • #11
libelec said:
Ah, no, wait. I'm not considering the exp(-iwt) imaginary part, that's what you're saying?

That's right, if you take the imaginary part of the whole expression then you get an additional term: the imaginary part of exp(-iwt) times the real part of exp(i a t).
 

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