Fourier Transform of a Scaled and Shifted Gaussian

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On this page, we'll make use of the shifting property and the scaling property of the Fourier Transform to obtain the Fourier Transform of the scaled Gaussian function given by:

fourier transform of scaled gaussian
[Equation 1]

In Equation [1], we must assume K>0 or the function g(z) won't be a Gaussian function (rather, it will grow without bound and therefore the Fourier Transform will not exist).

To start the process of finding the Fourier Transform of [1], let's recall the fundamental Fourier Transform pair, the Gaussian:

fourier transforms for gaussian
[Equation 2]

Let's first define the function h(z):

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[Equation 3]

Observe that we have defined the constant c=sqrt( 4*pi*K ). We can relate the function h(z) and n(z) by the simple relation: h(z)=n(cz). Since we know the Fourier Transform of n(z) (Equation [2]), we can use the scaling property of the Fourier Transform to get the Fourier Transform of h(z):

fourier transforms
[Equation 4]

In Equation [4], we have assumed K (and hence c) is positive. To find G(f), the Fourier Transform of g(z), we note that g(z) = h(z-a), and use the shift property of the Fourier Transform:

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[Equation 5]

And thus, we have found the Fourier Transform of Equation [1]! Have a good day everybody.


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