A Math Museum interactive exhibit

Fourier Analysis

Discover how sounds, images, signals, and electromagnetic waves can be assembled from simple rotating rhythms.

Room 1

The Secret Ingredients of a Signal

A complicated sound or image can look impossible to describe. Fourier's idea is that it may be built from simple waves.

1807

Joseph Fourier studies heat

He proposes that complicated temperature patterns can be represented as sums of sines and cosines.

1800s

The idea is debated and refined

Mathematicians clarify when and why wave sums converge.

1900s–today

Signals become spectra

Fourier analysis becomes central to radio, audio, imaging, compression, communications, and quantum mechanics.

Room 2

Simple Waves Combine Into New Shapes

Adjust two sine waves. The white curve is simply their heights added together at every moment.

Wave 1Wave 2The combined signal
Room 3

Sharp Corners From Smooth Waves

A square wave has sudden jumps. Add odd harmonics and smooth sine waves cooperate to imitate those sharp edges.

The ripples near each jump do not disappear completely; this is the Gibbs phenomenon.

Room 4

Time View and Frequency View

The waveform shows how a signal changes over time. The spectrum shows which frequencies are hiding inside it.

A tall bar means that frequency contributes strongly to the signal. This is the mathematical idea behind an audio equalizer.
Room 5

Spinning Circles Draw Complicated Curves

Each rotating circle contributes one frequency. Chain the circles together and the final point traces a richer waveform.

Room 6

One Wave, Two Perpendicular Fields

An electromagnetic wave contains an electric field and a magnetic field oscillating at right angles while the wave travels forward.

The physics is electromagnetic, but the mathematical heart is Fourier analysis: fields can be represented as waves with frequency, amplitude, and phase.
Room 7

From Waves to Information

Once a signal is separated into frequencies, we can filter it, transmit it, compress it, compare it, or reconstruct it.

Audio and music

Equalizers and codecs work by measuring and changing frequency content.

Images

JPEG compression keeps visually important frequency patterns and discards less noticeable detail.

Radio and Wi‑Fi

Information is placed onto carrier waves and recovered by separating frequencies and phases.

Medical imaging

MRI measurements are converted from frequency information into spatial images.

Final Room

The Idea Continues

The symbol is only the doorway. The real exhibit is the connection it reveals.

Return to Museum Lobby