Orthonormal polynomial wavelets associated with de la Vallée Poussin-type interpolation on $[-1,1]$

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Hauptverfasser: Themistoclakis, Woula, Van Barel, Marc
Format: Preprint
Veröffentlicht: 2026
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author Themistoclakis, Woula
Van Barel, Marc
author_facet Themistoclakis, Woula
Van Barel, Marc
contents Starting from de la Vallée Poussin type (VP) interpolation, the authors have recently introduced a family of interpolating polynomial scaling and wavelet bases generating the approximation and detail spaces of a non-standard multiresolution analysis. Motivated by the fact that, in many applications, orthonormal rather than interpolating bases are preferable, the present study develops a new family of scaling and wavelet polynomials that provide well-localized and orthonormal bases for the same approximation and detail spaces. We show that the proposed new bases have a behavior very similar to the interpolating bases already introduced, presenting similar features although they are not interpolating but orthonormal. In particular, we study the Fourier projection corresponding to the proposed orthonormal scaling basis, and introduce a discrete version of it by approximating the Fourier--like coefficients. For both continuous and discrete orthogonal projections, we prove the uniform boundedness of the Lebesgue constants and the uniform convergence with an asymptotic rate comparable with the best uniform polynomial approximation. Numerical experiments confirm the theoretical results and compare the new orthonormal VP scaling and wavelet bases with the interpolating case previously treated by the authors.
format Preprint
id arxiv_https___arxiv_org_abs_2602_20955
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle Orthonormal polynomial wavelets associated with de la Vallée Poussin-type interpolation on $[-1,1]$
Themistoclakis, Woula
Van Barel, Marc
Numerical Analysis
42C40, 65T60
Starting from de la Vallée Poussin type (VP) interpolation, the authors have recently introduced a family of interpolating polynomial scaling and wavelet bases generating the approximation and detail spaces of a non-standard multiresolution analysis. Motivated by the fact that, in many applications, orthonormal rather than interpolating bases are preferable, the present study develops a new family of scaling and wavelet polynomials that provide well-localized and orthonormal bases for the same approximation and detail spaces. We show that the proposed new bases have a behavior very similar to the interpolating bases already introduced, presenting similar features although they are not interpolating but orthonormal. In particular, we study the Fourier projection corresponding to the proposed orthonormal scaling basis, and introduce a discrete version of it by approximating the Fourier--like coefficients. For both continuous and discrete orthogonal projections, we prove the uniform boundedness of the Lebesgue constants and the uniform convergence with an asymptotic rate comparable with the best uniform polynomial approximation. Numerical experiments confirm the theoretical results and compare the new orthonormal VP scaling and wavelet bases with the interpolating case previously treated by the authors.
title Orthonormal polynomial wavelets associated with de la Vallée Poussin-type interpolation on $[-1,1]$
topic Numerical Analysis
42C40, 65T60
url https://arxiv.org/abs/2602.20955