On positive functions with positive Fourier transforms

Abstract

Using the basis of Hermite-Fourier functions (i.e. the quantum oscillator eigenstates) and the Sturm theorem, we derive the practical constraints for a function and its Fourier transform to be both positive. We propose a constructive method based on the algebra of Hermite polynomials. Applications are extended to the 2-dimensional case (i.e. Fourier-Bessel transforms and the algebra of Laguerre polynomials) and to adding constraints on derivatives, such as monotonicity or convexity.

Comments: 12 pages, 23 figures. High definition figures can be obtained upon request at giraud@dsm-mail.saclay.cea.fr or pesch@dsm-mail.saclay.cea.fr