Signals · interactive lab

Sampling Lab

The dots are all a digital system gets. Change how often you sample a wave and watch a different frequency pass through exactly the same dots.

One second of signal

Cyan: original wave. Dots: measured samples. Dashed amber: a baseband wave with the same samples.

10-10s0.25s0.5s0.75s1s

Reconstruct from measurements

Samples outside this one-second window are assumed zero. Boundary ringing and finite-window error are expected; this is not ideal infinite reconstruction.

n = 0 · t = 0.0000 s · measured = 0.0000 · alias = 0.0000

Different waves, identical samples

Your 9 Hz wave looks like a 3 Hz wave to this sampler. The original oscillates between measurements, where the sampler cannot see it.

Read the numbers

Nyquist frequency
6 Hz
Baseband frequency
3 Hz
Samples per cycle
1.33

The dashed curve is an analytically constructed alias, not an interpolation of this finite window. Negative signed frequencies reverse the sine's direction to keep its phase consistent.

Ideal, noise-free sampling of a single sine wave. All calculations run locally.