A class of trigonometric polynomials

of unit energy is introduced such that their energy concentration

in a specified interval

is maximum. It is shown that the coefficients

must be the eigenvectors of the system

. corresponding to the maximum eigenvalue X. These polynomials are determined for

and

. The resulting family of periodic functions forms the discrete version of the familiar prolate spheroidal wave functions.