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Sampling and recovery of multidimensional bandlimited functions via frames
Authors:Benjamin Bailey
Institution:Department of Mathematics, Texas A&M University, College Station, TX 77843, USA
Abstract:In this paper, we investigate frames for L2dπ,π] consisting of exponential functions in connection to oversampling and nonuniform sampling of bandlimited functions. We derive a multidimensional nonuniform oversampling formula for bandlimited functions with a fairly general frequency domain. The stability of said formula under various perturbations in the sampled data is investigated, and a computationally manageable simplification of the main oversampling theorem is given. Also, a generalization of Kadec's 1/4 theorem to higher dimensions is considered. Finally, the developed techniques are used to approximate biorthogonal functions of particular exponential Riesz bases for L2π,π], and a well-known theorem of Levinson is recovered as a corollary.
Keywords:Frames  Sampling  Kadec  Levinson  Riesz basis  Oversampling
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