Exercise · ZW-ALIASING-010 · ★★★ Advanced

A signal \(x(t)=\cos(2\pi \cdot 9t)\) is sampled at \(f_s = 12\,\text{Hz}\) and then reconstructed with an ideal low-pass filter with cutoff \(6\,\text{Hz}\). What is the frequency of the reconstructed signal?

Choose one option.

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  • D. \(3\,\text{Hz}\)

Explanation

After sampling, 9 Hz folds to \(|9-12| = 3\,\text{Hz}\), which lies inside the cutoff, so the filter keeps 3 Hz. Leaving 9 Hz unfolded ignores that reconstruction only sees the apparent frequency.

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Review the concept: Aliasing

Aliasing is the overlap of spectral replicas that occurs when a signal is sampled at a rate below twice its bandwidth, so that different frequencies become indistinguishable from one another.

\[f_{\text{alias}} = |f - k\,f_s|, \quad k \in \mathbb{Z}\]

More practice problems: aliasing

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