The Fourier series
Any piece-wise regular periodic function (finite # of discontinuities, finite
# of extreme values) can be written as a series of imaginary exponentials.
Assume f(x) is a periodic function of x with fundamental period L.
f(x) = ∑-∞+∞Cnexp(iknx)
Here kn = n2π/L, Δk = kn+1 - kn = 2π/L. The coefficients Cm are given by
Cm = (1/L)∫0L f(x)exp(-ikmx)dx.
Using eikx = cos(kx) + i sin(kx) we can also write
f(x) = A0/2 + ∑n=1∞ Ancos(knx) + ∑n=1∞ Bnsin(knx)
with
A0 = (2/L)∫0Lf(x)dx
Am = (2/L)∫0Lf(x)cos(kmx)dx
Bm = (2/L)∫0Lf(x)sin(kmx)dx
We have An = (Cn + C-n), Bn = i(Cn - C-n), A0 = 2C0, n > 0.
Fourier's theorem states that any periodic function with spatial period (wavelength) L can be synthesized by a sum of harmonic functions whose spatial periods (wavelengths) are integral submultiples of L, (such as L/2, L/3, ...). In the limit L --> ∞ Fourier's theorem can be generalized to
f(x) =
(1/(2π)1/2)∫-∞+∞
f(k)exp(ikx)dk
f(k)
=
(1/(2π)1/2)∫-∞+∞
f(x)exp(-ikx)dx
Here f(x) and f(k) are Fourier transforms of each other.
Show:
Assume f(x) is a periodic function with period L.
.
Using Δk = 2π/L, Δk/2π = 1/L we write
.
As L --> ∞ , Δk --> 0 this becomes
.
Defining
,
we have
Note: A Fourier transform is a linear transform;
f(x) = c1f1(x) +c2f2(x) implies f(k) = c1f1(k) +c2f2(k) .