Generalised sk-Spline Interpolation on Compact Abelian Groups |
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Authors: | J. Levesley A. K. Kushpel |
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Affiliation: | Department of Mathematics and Computer Science, University of Leicester, University Road, Leicester, LE1 7RH, England |
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Abstract: | The notion of sk-spline is generalised to arbitrary compact Abelian groups. A class of conditionally positive definite kernels on the group is identified, and a subclass corresponding to the generalised sk-spline is used for constructing interpolants, on scattered data, to continuous functions on the group. The special case ofd-dimensional torus is considered and convergence rates are proved when the kernel is a product of one-dimensional kernels, and the data are gridded. |
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