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Equations · Calculus and analysis

Fourier transform

A signal in time rewritten as the frequencies it contains.

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F(ω) = ∫₋∞^∞ f(t) e^(−iωt) dt

Aethel says

F of omega equals the integral from negative infinity to infinity of f of t, times e to the power of negative i omega t, d t

What it says

The transform compares the signal f(t) with a pure oscillation at each angular frequency ω. The size of F(ω) says how much of that frequency the signal contains, and its angle says the phase.

It turns hard problems in time, such as filtering or solving differential equations, into simpler ones in frequency.

Symbol by symbol

SymbolSay itMeans
F(ω)F of omegathe transform: the strength and phase at angular frequency ω
f(t)f of tthe signal, as a function of time
e^(−iωt)e to the power of negative i omega ta pure oscillation at frequency ω

More onωOmega∫Integral∞Infinity

Where you meet it

Signal processing, physics, image compression and probability.

Questions

How do you say Fourier transform out loud?

F(ω) = ∫₋∞^∞ f(t) e^(−iωt) dt is read: “F of omega equals the integral from negative infinity to infinity of f of t, times e to the power of negative i omega t, d t.” That is exactly what Aethel says when it meets the formula in a book.

What does F(ω) mean in Fourier transform?

F(ω) (said “F of omega”) is the transform: the strength and phase at angular frequency ω.

What does f(t) mean in Fourier transform?

f(t) (said “f of t”) is the signal, as a function of time.

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