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Numerical reconstruction from the Fourier transform on the ball using prolate spheroidal wave functions

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We implement numerically formulas of Isaev and Novikov (2022 J. Math. Pures Appl. 163 318–33) for finding a compactly supported function v on Rd , d ⩾ 1, from its… Click to show full abstract

We implement numerically formulas of Isaev and Novikov (2022 J. Math. Pures Appl. 163 318–33) for finding a compactly supported function v on Rd , d ⩾ 1, from its Fourier transform F[v] given within the ball B r . For the one-dimensional case, these formulas are based on the theory of prolate spheroidal wave functions, which arise, in particular, in the singular value decomposition of the aforementioned band-limited Fourier transform for d = 1. In multidimensions, these formulas also include inversion of the Radon transform. In particular, we give numerical examples of super-resolution, that is, recovering details beyond the diffraction limit.

Keywords: numerical reconstruction; transform; prolate spheroidal; fourier transform; wave functions; spheroidal wave

Journal Title: Inverse Problems
Year Published: 2022

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