Exercise · ZW-ALIASING-003 · ★☆☆ Basic
A signal has a maximum frequency of \(30\,\text{Hz}\). What is the minimum sampling frequency that avoids aliasing?
Choose one option.
Show answer
- C. \(60\,\text{Hz}\)
Explanation
The minimum rate is twice the maximum frequency, 60 Hz. Using the maximum frequency directly is not enough.
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
- ZW-ALIASING-001 What condition avoids aliasing when sampling a signal with maximum frequency f_max?
- ZW-ALIASING-002 What is the Nyquist frequency for sampling at f_s = 200 Hz?
- ZW-ALIASING-004 What phenomenon does the apparent frequency obtained after sampling below the Nyquist rate describe?
- ZW-ALIASING-005 What type of filter is used before sampling to limit the bandwidth and avoid aliasing?
- ZW-ALIASING-006 A 8 Hz sinusoid is sampled at f_s = 10 Hz. What is the apparent frequency after sampling?
- ZW-ALIASING-007 A signal with components up to 40 Hz is sampled at f_s = 60 Hz. Does aliasing occur?
- ZW-ALIASING-008 A signal contains cos (2π · 3t) and is sampled at f_s = 4 Hz. What apparent frequency is observed?
- ZW-ALIASING-009 Two sinusoids of 2 Hz and 8 Hz are sampled at f_s = 10 Hz. Which statement is correct?