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.
Flexible-bandwidth needlets / Durastanti, Claudio; Marinucci, Domenico; Todino, Anna Paola. - In: BERNOULLI. - ISSN 1350-7265. - 30:1(2024), pp. 22-45. [10.3150/22-bej1513]
Flexible-bandwidth needlets
Durastanti, Claudio;Marinucci, Domenico
;Todino, Anna Paola
2024
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.| File | Dimensione | Formato | |
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