Help with Inverse Fourier Transform Integral

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SUMMARY

The discussion centers on finding the inverse Fourier transform of the function S(ω) = 1/((1+ω^2)^2). The user initially attempted to solve the integral using integration by parts but found it complicated and unproductive. A key insight provided is that complex analysis, specifically the residue theorem and contour integration, is necessary for solving such integrals, as the function has second-order poles at +j and -j. The user is encouraged to explore these advanced techniques for a successful resolution.

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  • Understanding of Fourier transforms and their properties
  • Familiarity with complex analysis and contour integration
  • Knowledge of the residue theorem
  • Basic integration techniques, including integration by parts
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  • Study the residue theorem in complex analysis
  • Learn about contour integration techniques
  • Review advanced Fourier transform properties and applications
  • Practice solving integrals with second-order poles
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Students and professionals in mathematics, engineering, and physics who are working with Fourier transforms and complex integrals, particularly those seeking to deepen their understanding of advanced integration techniques.

eloso
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Hi, I am taking a random process class and I came across a problem that has stumped me. I believe I know the end result but I would like to know how it is solved. I have been out of college for a while and I am a little rusty with integration.

Homework Statement



What I need is to find out the inverse Fourier transform of S(ω)=1/((1+ω^2)^2)

Homework Equations



I know that F^-1(S(ω)) = 1/(2∏) * ∫(S(ω)*e^(j*ω*t), ω,-∞,∞) where j is an imaginary number.

→ F^-1(S(ω)) = ∫(1/((1+ω^2)^2)*e^(j*ω*t), ω,-∞,∞)

The Attempt at a Solution



I tried to solve it using by parts, but it got very messy and I may be heading the wrong path. This is what I did:

u = (1+ω^2)^-2 du = -4*ω*(1+ω^2)^-3
dv = e^(j*ω*t) v = e^(j*ω*t)/(j*t)


I plugged it into the by parts equation and I felt like going on wouldn't help. I would appreciate any help. Thanks.
 
Last edited:
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eloso said:
Hi, I am taking a random process class and I came across a problem that has stumped me. I believe I know the end result but I would like to know how it is solved. I have been out of college for a while and I am a little rusty with integration.

Homework Statement



What I need is to find out the inverse Fourier transform of S(ω)=1/((1+ω^2)^2)


Homework Equations



I know that F^-1(S(ω)) = 1/(2∏) * ∫(S(ω)*e^(j*ω*t), ω,-∞,∞) where j is an imaginary number.

→ F^-1(S(ω)) = ∫(1/((1+ω^2)^2)*e^(j*ω*t), ω,-∞,∞)

The Attempt at a Solution



I tried to solve it using by parts, but it got very messy and I may be heading the wrong path. This is what I did:

u = (1+ω^2)^-2 du = -4*ω*(1+ω^2)^-3
dv = e^(j*ω*t) v = e^(j*ω*t)/(j*t)


I plugged it into the by parts equation and I felt like going on wouldn't help. I would appreciate any help. Thanks.

Mmm. Elementary integration techniques like integration by parts are going to get you nowhere here. You need to use complex analysis for integrals like this (which is pretty typical for Fourier integrals). (1+w^2)=(1+jw)(1-jw). So you have second order poles at +j and -j. You need to use a contour integral and the residue theorem. Any experience with that??
 
Unfortunately I don't, but I can definitely research the theorems. I appreciate the response.
 

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