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Physical Review D 78, 8 (2008) 083013
CMB power spectrum estimation using wavelets
G. Faÿ1, F. Guilloux1, M. Betoule1, J.-F. Cardoso1, 2, J. Delabrouille1, M. Le Jeune1
(30/10/2008)

Observations of the Cosmic Microwave Background (CMB) provide increasingly accurate information about the structure of the Universe at the recombination epoch. Most of this information is encoded in the angular power spectrum of the CMB. The aim of this work is to propose a versatile and powerful method for spectral estimation on the sphere which can easily deal with non-stationarity, foregrounds and multiple experiments with various specifications. In this paper, we use needlets (wavelets) on the sphere to construct natural and efficient spectral estimators for partially observed and beamed CMB with non stationary noise. In the case of a single experiment, we compare this method with Pseudo-$C_\ell$ methods. The performance of the needlet spectral estimators (NSE) compares very favorably to the best Pseudo--$C_\ell$ estimators, over the whole multipole range. On simulations with a simple model (CMB + uncorrelated noise with known variance per pixel + mask), they perform uniformly better. Their distinctive ability to aggregate many different experiments, to control the propagation of errors and to produce a single wide-band error bars is highlighted. The needlet spectral estimator is a powerful, tunable tool which is very well suited to angular power spectrum estimation of spherical data such as incomplete and noisy CMB maps.
1 :  APC - UMR 7164 - AstroParticule et Cosmologie
2 :  LTCI - Laboratoire Traitement et Communication de l'Information [Paris]
APC - ADAMIS
Physique/Astrophysique/Cosmologie et astrophysique extra-galactique

Planète et Univers/Astrophysique/Cosmologie et astrophysique extra-galactique

Statistiques/Méthodologie

Statistiques/Applications

Planète et Univers/Astrophysique
Spectral estimation – Cosmic Microwave Background – Needlets – Aggregation of estimators
Lien vers le texte intégral : 
http://fr.arXiv.org/abs/0807.1113