Fourier Transform: Definition, Calculation & Verification

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SUMMARY

The discussion focuses on the calculation and verification of the Fourier transform for a specific function defined as a unit length square pulse between limits a and b. The Fourier transform is expressed as F(q) = (i/q)(e^(iqa) - e^(iqb)), which is confirmed as correct by participants. Additionally, the relationship between the Fourier transform of a unit length square pulse and the sinc function is highlighted, emphasizing the importance of understanding frequency domain operations related to shifting and broadening pulses.

PREREQUISITES
  • Understanding of Fourier transform principles
  • Familiarity with complex analysis
  • Knowledge of integrals involving exponential functions
  • Basic concepts of frequency domain operations
NEXT STEPS
  • Study the properties of the Fourier transform, particularly for piecewise functions
  • Learn about the sinc function and its significance in signal processing
  • Explore inverse Fourier transform techniques for verification of results
  • Investigate frequency domain operations such as shifting and scaling of signals
USEFUL FOR

Students and professionals in mathematics, physics, and engineering, particularly those involved in signal processing and analysis of Fourier transforms.

Benny
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Hi, I'm using the following definition for the Fourier transform.

[tex] F\left( q \right) = \int\limits_{ - \infty }^\infty {e^{iqx} f\left( x \right)dx} [/tex]

(I used a capital F instead of f with a squiggle on top because the tex code doesn't seem to be working the way I intended it to.)

I have the function

[tex] f\left( x \right) = \left\{ {\begin{array}{*{20}c}<br /> {1,a < x < b} \\<br /> {0,otherwise} \\<br /> \end{array}} \right.[/tex]

So [tex]F\left( q \right) = \int\limits_{ - \infty }^\infty {e^{iqx} f\left( x \right)dx}[/tex]

[tex]= \int\limits_a^b {e^{iqx} dx}[/tex]

[tex] = \frac{i}{q}\left( {e^{iqa} - e^{iqb} } \right)[/tex]

According to the definition I'm using, is this the correct answer? I ask this because I'm not given an answer and I need to verify my answer by using the inverse Fourier transform. I haven't done complex analysis so integrals of ratios of exponentials and polynomials aren't things I can deal with right now. Which is why I'd like to know if I've taken the correct approach so that I can at least get through some questions.

Any help would be good thanks.
 
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Yes, that's correct. You can rewrite that if you want as something like [itex]e^{iq(b+a)/2}\sin(q(b-a))/q[/itex] (that's probably not exactly right). Remember that the Fourier transform of unit length square pulse centered at t=0 is a sinc function (sin(x)/x), with some extra normalization factors. Then you just need to shift and broaden this pulse to get a square pulse extending from t=a to t=b. Do you remember the frequency domain operations corresponding to shifting and broadening a pulse in time?
 
I've only just started on Fourier transforms so I don't know too much about them.Thanks for your help though, at least I can get through some questions now.
 

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