Getting a delta function from an indefinite integral

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SUMMARY

The integral \(\frac{1}{2\pi} \int_{-\infty}^{\infty} dt \: e^{i(\omega - \omega')t} = \delta(\omega - \omega')\) is derived through the manipulation of Fourier transforms and the properties of the Dirac delta function. The discussion highlights the importance of evaluating integrals over finite intervals before taking limits, as demonstrated by the limit process involving \(\sin((\omega - \omega')L)\). Additionally, the conversation addresses the rigor of the Fourier inverse transformation formula and the behavior of functions approximating the delta function.

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  • Understanding of Fourier transforms and their properties
  • Familiarity with the Dirac delta function and its definitions
  • Knowledge of limits and integration techniques in calculus
  • Basic concepts of Lebesgue integration and convergence theorems
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  • Study the properties of the Dirac delta function in the context of distributions
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  • Explore Lebesgue integration and the dominated convergence theorem
  • Investigate alternative proofs of the Fourier inverse transformation formula
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Mathematicians, physicists, and engineering professionals interested in signal processing, particularly those working with Fourier analysis and the properties of delta functions.

pcalhoun
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Hey everybody,

One question that I've had for a week or so now is how the following integral can equal a Dirac delta function:

\frac{1}{2\pi} \int_{-\infty}^{\infty}{dt} \:e^{i(\omega - \omega^{'})t}\: = \: \delta(\omega - \omega^{'})

A text that I was reading discusses Fourier transforms and eventually arrives at the above equation through the use of definitions. Since the book was taking an inverse Fourier transform, the solution is already known just to be f(t) (the function first operated on by the regular Fourier transform.)

We know the definition of the Dirac delta function:
f(t)\: = \: \int_{-\infty}^{\infty}{d\tau f(\tau) \delta(t - \tau)

And here we have a function f(t) being transformed and inverse transformed (with a dummy variable tau):

f(t)\: = \: \frac{1}{\sqrt{2\pi}}\int_{-\infty}^{\infty}{d\omega\:e^{i\omega t}} \frac{1}{\sqrt{2\pi}}\int_{-\infty}^{\infty} d\tau \: e^{-i\omega \tau} f(\tau)

which can be manipulated to become

f(t)\: = \: \int_{-\infty}^{\infty}{d\tau f(\tau) [ \frac{1}{2\pi} \int_{-\infty}^{\infty}{d\omega} \:e^{i(t - \tau)\omega}]

Together these equations produce:

\frac{1}{2\pi} \int_{-\infty}^{\infty}{dt} \:e^{i(t - \tau)\omega}\: = \: \delta(t - \tau)

(which is essentially the first equation)

I see how a delta function operating within an integral applies to the above case to show how the first equation works out, however, I wasn't sure if there was a direct mathematical formulation that would get from the original indefinite integral of e^(w-w') to the dirac delta function.

Obviously if I try and integrate this function and evaluate the solution at infinity and negative infinity the function diverges.

Let me know if there are any extra ways to look at this integral (or evaluate it for that matter) that would lead to the solution of a delta function.

Thanks,
pcalhoun
 
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One way is to not integrate directly to infinities, but to only over some interval [-L,L], and delay the limit L\to\infty to the end. First check this:

<br /> \int\limits_{-L}^L dt\; e^{i(\omega-\omega&#039;)t} = \frac{2\sin((\omega-\omega&#039;)L)}{\omega-\omega&#039;}<br />

Then suppose f is some test function. In the following integration the change of variable u=(\omega-\omega&#039;)L, du=L d\omega, is used.

<br /> \lim_{L\to\infty} \int\limits_{-\infty}^{\infty} d\omega\;\Big( f(\omega) \int\limits_{-L}^L dt\; e^{i(\omega-\omega&#039;)t}\Big)<br /> = \lim_{L\to\infty} \int\limits_{-\infty}^{\infty} d\omega\; \frac{2f(\omega)\sin((\omega-\omega&#039;)L)}{\omega-\omega&#039;}<br /> = \lim_{L\to\infty} \int\limits_{-\infty}^{\infty} du\; \frac{2f(\frac{u}{L} + \omega&#039;) \sin(u)}{u}<br />
<br /> = 2f(\omega&#039;) \int\limits_{-\infty}^{\infty} du\;\frac{\sin(u)}{u} = 2\pi f(\omega&#039;)<br />

So

<br /> \lim_{L\to\infty} \int\limits_{-L}^L dt\; e^{i(\omega-\omega&#039;)t} = \lim_{L\to\infty} \frac{2\sin((\omega-\omega&#039;)L)}{\omega-\omega&#039;} = 2\pi \delta(\omega - \omega&#039;)<br />

in the usual sense, that the limit should be taken after integration over omega.

I have two comments to this:

(1) What I showed here, is not yet a rigor proof of the Fourier inverse transformation formula. There is a problem with the step, where the order of integration and limit is changed. The function \frac{\sin(u)}{u} is not Lebesgue integrable, and thus the standard dominated convergence theorem cannot be used. I have so far been unable to complete this step properly. I don't know any other way to justify this properly than first proving the inverse transformation formula in some other way, and then getting the delta-function identity backwards, like you had already done. Anyway, this calculation is useful for pedagogical and heuristic purposes even without proper justification of this one step.

(2) I have heard some people claiming, that representations of delta function always approach infinity at origo, and zero elsewhere. The claim is wrong, and right here we have a counterexample, since this collection of functions don't converge towards zero anywhere, and still they behave as a delta function. Can you see what is actually happening on the limit L\to\infty?
 
Last edited:
I just remembered that there is another way too. This:

<br /> \lim_{\epsilon\to 0^+} \int\limits_{-\infty}^{\infty} dt\; e^{-\epsilon t^2 + i(\omega - \omega&#039;)t}<br />

But I have not spent much time thinking about this, so I think I'll not write anything about this too quickly now.
 

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