A non-stationary approximation scheme on scattered centers in Rd by radial basis functions

A nonstationary approximation scheme on Rd using scattered translates of a smooth radial basis function (e.g., Gaussian) is developed. The scheme is nonstationary and shown to provide spectral approximation orders, i.e., approximation orders that depend only on the smoothness of the approximands.