Re: Fourier Transform challenge



John wrote:

MATLAB:

fourier(exp(-x-exp(-x)))

ans =

gamma(1+i*w)


This "solution" is actually meaningless because

    gamma(1+iw) = iw gamma(iw)

and the gamma function is analytic only in the right half plane (real part of z positive).

That said, the original poster's function exp(-x-exp(-x)) is itself integrable- its integal is

    exp(-exp(-x))

as can be verified by differentiation.

Given this result, the Fourier Transform can be integrated "by parts". Start by integrating only over the interval [-T,T]. Then, integrating by parts and taking the limit as T becomes large we get

                   exp(-iwT-exp(-T)) - exp(iwT-exp(T))
    FT{} =  lim   -------------------------------------
            T->oo           1 + iw


Clearly the second term in the numerator converges to zero and so we are left with


                   exp(-iwT-exp(-T))
    FT{} =  lim   -------------------
            T->oo       1 + iw



                   exp(-iwT)
         =  lim   -----------
            T->oo    1 + iw


This limit does not exist in the conventional sense but does exist as a "distribution" or "generalized function" (the Dirac delta function is the usual example- sorry to bring this subject up but I must). In this sense, the limit exists and is zero by the Riemann-Lebesgue Lemma (see Papoulis' book "The Fourier Integral and its Applications").


I suspect the limit being zero explains the excellent roll-off characteristics seen by the original poster.

Mike
.



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