### Zero Padding Theorem (Spectral Interpolation)

A fundamental tool in practical spectrum analysis is*zero padding*. This theorem shows that zero padding in the time domain corresponds to

*ideal interpolation in the frequency domain*(for time-limited signals):

**Theorem:**For any

*Proof:*Let with . Then

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Downsampling Theorem (Aliasing Theorem)