Maximal perturbations conjecture

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Let Seven(R)\mathcal{S}_{even}(\mathbb{R}) denote the space of real-valued even Schwartz functions on R\mathbb{R}, and let f^\widehat{f} be the Fourier transform of ff. For a sequence (εi)i∈N(\varepsilon_i)_{i\in\mathbb{N}}, consider the samples at 00 and at i+εi\sqrt{i+\varepsilon_i} for i≥1i\geq 1. Maximal perturbations conjecture. There is θ>0\theta>0 such that, whenever ∣εi∣<θ|\varepsilon_i|<\theta for every i∈Ni\in\mathbb{N}, every f∈Seven(R)f\in\mathcal{S}_{even}(\mathbb{R}) can be uniquely recovered from

f(0),f(1+ε1),f(2+ε2),…,f(0),f(\sqrt{1+\varepsilon_1}),f(\sqrt{2+\varepsilon_2}),\dots,

together with

f^(0),f^(1+ε1),f^(2+ε2),… .\widehat{f}(0),\widehat{f}(\sqrt{1+\varepsilon_1}),\widehat{f}(\sqrt{2+\varepsilon_2}),\dots.

This would establish recovery under uniformly bounded perturbations of the interpolation nodes; the preceding discussion indicates that proving it requires a new idea beyond the paper's current methods.

References

Primary source

João P. G. Ramos and Mateus Sousa, “Perturbed interpolation formulae and applications”, arXiv:2005.10337 (2020).

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