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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.