Journal article

Generalised Wendland functions for the sphere


Authors listHubbert, Simon; Jaeger, Janin

Publication year2023

JournalAdvances in Computational Mathematics

Volume number49

Issue number1

ISSN1019-7168

eISSN1572-9044

Open access statusHybrid

DOI Linkhttps://doi.org/10.1007/s10444-022-10005-z

PublisherSpringer


Abstract
In this paper, we compute the spherical Fourier expansion coefficients for the restriction of the generalised Wendland functions from d-dimensional Euclidean space to the (d - 1)-dimensional unit sphere. We use results from the theory of special functions to show that they can be expressed in a closed form as a multiple of a certain F-3(2) hypergeometric function. We present tight asymptotic bounds on the decay rate of the spherical Fourier coefficients and, in the case where d is odd, we are able to provide the precise asymptotic rate of decay. Numerical evidence suggests that this precise asymptotic rate also holds when d is even and we pose this as an open problem. Finally, we observe a close connection between the asymptotic decay rate of the spherical Fourier coefficients and that of the corresponding Euclidean Fourier transform.



Citation Styles

Harvard Citation styleHubbert, S. and Jaeger, J. (2023) Generalised Wendland functions for the sphere, Advances in Computational Mathematics, 49(1), Article 3. https://doi.org/10.1007/s10444-022-10005-z

APA Citation styleHubbert, S., & Jaeger, J. (2023). Generalised Wendland functions for the sphere. Advances in Computational Mathematics. 49(1), Article 3. https://doi.org/10.1007/s10444-022-10005-z



Keywords


Compact supportGAUSSIAN RANDOM-FIELDSPOSITIVE-DEFINITE FUNCTIONSPositive definite kernelsREGULARITYSpherical basis functions


SDG Areas


Last updated on 2025-10-06 at 11:48