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Periodization (of a spectrum)

The tiling effect sampling in time has on a signal's spectrum in frequency.

Sampling f in time periodizes \hat f in frequency: it tiles infinitely many shifted copies of the original spectrum, spaced \omega_s (the sampling angular frequency) apart, and adds them together. Aliasing is exactly what happens when those tiled copies overlap.

Examples

  • Sampling at too low a rate periodizes the spectrum densely enough that neighboring copies overlap, causing aliasing.

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