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Walsh-Type Wavelet Packet Expansions
Authors:Morten Nielsen
Institution:Department of Mathematics, University of South Carolina, South Carolina, 29208, f1
Abstract:We consider a family of basic nonstationary wavelet packets generated using the Haar filters except for a finite number of scales where we allow the use of arbitrary filters. Such a system, which we call a system of Walsh-type wavelet packets, can be considered as a smooth generalization of the Walsh functions. We show that the basic Walsh-type wavelet packets share a number of metric properties with the Walsh system. We prove that the system constitutes a Schauder basis for Lp(Image ), 1<p<∞, and we construct an explicit function in L1(Image ) for which the expansion fails. Then we prove that expansions of Lp(Image )-functions, 1<p<∞, in the Walsh-type wavelet packets converge pointwise a.e. Finally, we prove that the analogous results are true for periodic Walsh-type wavelet packets in Lp0,1).
Keywords:wavelet analysis  nonstationary wavelet packets  Walsh functions  Lp-convergence  convergence a  e  
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