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Flexible-bandwidth Needlets

2021/09/13 by Claudio Durastanti, Durastanti, Claudio, Domenico Marinucci +3 · 3 citations
Engineering · Environmental Science · Earth and Planetary Sciences · #Synthetic Aperture Radar (SAR) Applications and Techniques #Soil Geostatistics and Mapping #Underwater Acoustics Research

paper · pdf · doi:10.48550/arxiv.2109.05962

Abstract

We investigate here a generalized construction of spherical wavelets/needlets which admits extra-flexibility in the harmonic domain, i.e., it allows the corresponding support in multipole (frequency) space to vary in more general forms than in the standard constructions. We study the analytic properties of this system and we investigate its behaviour when applied to isotropic random fields: more precisely, we establish asymptotic localization and uncorrelation properties (in the high-frequency sense) under broader assumptions than typically considered in the literature.

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