How to derive the Fourier transform of a comb function

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Discussion Overview

The discussion revolves around deriving the Fourier transform of a comb function, specifically focusing on the transformation of the comb function's representation in the frequency domain. The scope includes mathematical reasoning and technical explanation related to the discrete Fourier transform.

Discussion Character

  • Technical explanation
  • Mathematical reasoning

Main Points Raised

  • One participant presents the Fourier transform of the comb function and seeks guidance on deriving it, particularly the transformation from \( kT/N \) to \( lN/T \).
  • Another participant provides a mathematical derivation involving the integral of the delta function and its relation to the Fourier transform, leading to a summation over integers.
  • A participant expresses confusion regarding a specific step in the derivation, asking for clarification on the transition from the summation of exponentials to the delta function representation.
  • Another participant notes that for the right-hand side of the equation to hold, \( \nu T/N \) must be an integer, otherwise the left-hand side evaluates to zero due to the summation of phase factors.
  • A later reply indicates that the participant has understood the explanation provided.

Areas of Agreement / Disagreement

The discussion shows some participants agreeing on the mathematical steps involved, while others express confusion about specific transitions in the derivation. There is no consensus on the clarity of the explanation, as some seek further details.

Contextual Notes

Participants highlight the dependency on integer values for certain expressions, indicating potential limitations in the generalizability of the results discussed.

arcTomato
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TL;DR
Fourier transform
Dear all.
I'm learning about the discrete Fourier transform.

##I(\nu) \equiv \int_{-\infty}^{\infty} i(t) e^{2 \pi \nu i t} d t=\frac{N}{T} \sum_{\ell=-\infty}^{\infty} \delta\left(\nu-\ell \frac{N}{T}\right)##

this ##i(t)## is comb function
##i(t)=\sum_{k=-\infty}^{\infty} \delta\left(t-\frac{k T}{N}\right)##.

I would like to see how to derive ##I(ν)##.(Especially the part about transformation to ##lN/T from kT/N)
If you can teach me, please.
Thank you.
 
Last edited:
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Hi.
I(\nu)=\sum^\infty_{k=-\infty} \int^\infty_{-\infty}\delta(t-\frac{kT}{N})e^{2\pi\nu it}dt=\sum^\infty_{k=-\infty}e^{2\pi\nu i kT/N}=\sum^\infty_{l=-\infty}\delta(\nu T/N-l)=\frac{N}{T}\sum^\infty_{l=-\infty}\delta(\nu -\frac{lN}{T})
 
Thanks for reply @mitochan.
I cannnot understand what is going on this part

mitochan said:
=\sum^\infty_{k=-\infty}e^{2\pi\nu i kT/N}=\sum^\infty_{l=-\infty}\delta(\nu T/N-l)

Could you teach me about this detail??
 
RHS says ##\nu T/N## must be an integer. If not LHS =0 due to summation of various phase numbers of magnitude 1. Sumamtion in RHS says any integer is OK.
 
ok thank you.
I think I got it ;>
 

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