Abstract:
Stability of reconstruction of analytic functions from the values of 2m+12m+1 coefficients of its Fourier series is studied. The coefficients can be taken from an arbitrary symmetric set δm⊂Z of cardinality 2m+1. It is known that, for δm={j:|j|⩽m}, i.e., if the coefficients are consecutive, the fastest possible convergence rate in the case of stable reconstruction is an exponential function of the square root of m. Any method with faster convergence is highly unstable. In particular, exponential convergence implies exponential ill-conditioning. In this paper we show that if the sets (δm) are chosen freely, there exist reconstruction operators (ϕδm) that have exponential convergence rate and are almost stable; specifically, their condition numbers grow at most linearly: κδm<cm. We also show that this result cannot be noticeably strengthened. More precisely, for any sets (δm) and any reconstruction operators (ϕδm), exponential convergence is possible only if κδm⩾cm1/2.
\Bibitem{KonSha20}
\by S.~V.~Konyagin, A.~Yu.~Shadrin
\paper On Stable Reconstruction of Analytic Functions from Fourier Samples
\serial Trudy Inst. Mat. i Mekh. UrO RAN
\yr 2020
\vol 26
\issue 4
\pages 182--195
\mathnet{http://mi.mathnet.ru/timm1774}
\crossref{https://doi.org/10.21538/0134-4889-2020-26-4-182-195}
\elib{https://elibrary.ru/item.asp?id=44314667}
\transl
\jour Proc. Steklov Inst. Math. (Suppl.)
\yr 2021
\vol 315
\issue , suppl. 1
\pages S178--S191
\crossref{https://doi.org/10.1134/S0081543821060146}
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Linking options:
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This publication is cited in the following 1 articles:
Ben Adcock, Alexei Shadrin, “Fast and Stable Approximation of Analytic Functions from Equispaced Samples via Polynomial Frames”, Constr Approx, 57:2 (2023), 257