For example, it suffices to assume . Indeed the absolute double integral is
Thus Fubini's theorem permits interchange in the Fourier transform of the convolution. With ,
Hence the convolution theorem in this normalization is
There is no extra in this formula; that factor belongs to the inverse transform and Parseval identity for the convention being used.
Integrating the interval indicator gives
The convolution is the length of overlap of two intervals of length one whose centres differ by . Thus for , and zero otherwise. The convolution theorem gives
For this Fourier transform normalization, the Parseval identity says . Since
we have . Substituting gives
The quotient at zero is understood by its continuous limit.

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