Uniform convergence of compactly supported wavelet expansions of Gaussian random processes

摘要

New results on uniform convergence in probability for expansions of Gaussianrandom processes using compactly supported wavelets are given. The main resultis valid for general classes of nonstationary processes. An application of theobtained results to stationary processes is also presented. It is shown thatthe convergence rate of the expansions is exponential.