Sampling expansion by periodic Fourier projection
ID: sampling-expansion-by-periodic-fourier-projection
When the continuous Fourier transform of an integrable function vanishes outside , its periodic Fourier coefficients are the integer samples of , with the sign of the index reversed. Projecting in and then applying the Fourier inversion theorem gives the displayed sinc function reconstruction. The Cauchy-Schwarz inequality controls the reconstruction error uniformly in . Bessel's inequality bounds the shifted sinc coefficient vector, giving absolute uniform tails when the sample sequence belongs to .
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