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Fourier Transforms for Multidimensional Periodic Functions

We consider a function tex2html_wrap_inline718 in which the spatial domain is a periodic extension of a unit cell. We shall first formally describe this periodicity. Let M be a tex2html_wrap_inline722 matrix which is invertible and such that:

  equation214

where tex2html_wrap_inline724 is any D-dimensional integer vector (i.e., having integer valued coordinates). Now, clearly, every point in space tex2html_wrap_inline660 can be written uniquely as:

  equation217

where tex2html_wrap_inline730 is a D-dimensional integer vector and tex2html_wrap_inline652 is a vector each coordinate of which satisfies tex2html_wrap_inline736 . The unit cell tex2html_wrap_inline738 is the region of space corresponding to all points tex2html_wrap_inline740 . It can be shown that the volume of the unit cell is tex2html_wrap_inline742 .

The set of all points tex2html_wrap_inline744 of the form tex2html_wrap_inline746 is called the lattice induced by M. Basically, every point in space is a point in the unit cell translated by a lattice vector. Note that the sum of two lattice vectors is a lattice vector, and the periodicity of the function f implies its value is invariant under translation by a lattice vector. Define the matrix tex2html_wrap_inline752 obtained by inverting and transposing M as:

  equation223

Then we can associate a lattice and unit cell with tex2html_wrap_inline752 , called the reciprocal lattice tex2html_wrap_inline758 and the reciprocal unit cell tex2html_wrap_inline760 , respectively. The reciprocal unit cell is also called the Brillouin zone. If we consider wavenumber space, each vector tex2html_wrap_inline676 is written uniquely as:

  equation231

where tex2html_wrap_inline764 is a D-dimensional integer vector and tex2html_wrap_inline768 has all ordinates tex2html_wrap_inline770 . The reciprocal lattice vectors are points of the form tex2html_wrap_inline772 .

The basic result is that the Fourier transform of a periodic function with unit cell specified by M has a discrete spectrum located at points in the reciprocal lattice specified by tex2html_wrap_inline752 . That is, the wavenumber vectors are constrained to lie at the reciprocal lattice points. The explicit transform and inverse transform formulas are:

  equation234

and:

  equation241

We can interpret the discrete spectrum as a continuous spectrum consisting of Dirac impulse functions located at the reciprocal lattice points:

  equation246


next up previous
Next: Multidimensional Fourier Transform for Up: Fourier Transforms for Multidimensional Previous: Fourier Transforms for Multidimensional

Prof F. Fontaine
Thu May 9 15:29:28 EDT 1996