Uniformly bounded Lebesgue constants for scaled cardinal interpolation with Matérn kernels

preprint2020arXivOpen access

Abstract

For h>0h>0 and positive integers mm, dd, such that m>d/2m>d/2, we study non-stationary interpolation at the points of the scaled grid hZdh\mathbb{Z}^d via the Matérn kernel Φm,dΦ_{m,d}---the fundamental solution of (1−Δ)m(1-Δ)^m in Rd\mathbb{R}^d. We prove that the Lebesgue constants of the corresponding interpolation operators are uniformly bounded as h→0h\to0 and deduce the convergence rate O(h2m)O(h^{2m}) for the scaled interpolation scheme. We also provide convergence results for approximation with Matérn and related compactly supported polyharmonic kernels.

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