Combining maximum-entropy and the Mexican hat wavelet to reconstruct the microwave sky

Citation
P. Vielva et al., Combining maximum-entropy and the Mexican hat wavelet to reconstruct the microwave sky, M NOT R AST, 328(1), 2001, pp. 1-16
Citations number
26
Categorie Soggetti
Space Sciences
Journal title
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
ISSN journal
00358711 → ACNP
Volume
328
Issue
1
Year of publication
2001
Pages
1 - 16
Database
ISI
SICI code
0035-8711(20011121)328:1<1:CMATMH>2.0.ZU;2-V
Abstract
We present a maximum-entropy method (MEM) and 'Mexican hat' wavelet (MHW) j oint analysis to recover the different components of the microwave sky from simulated observations by the ESA Planck Surveyor satellite in a small pat ch of the sky (12.8 X 12.8 deg(2)). This combined method allows one to impr ove the CMB, Sunyaev-Zel'dovich and Galactic foregrounds separation achieve d by the MEM technique alone. In particular, the reconstructed CMB map is f ree from any bright point-source contamination. The joint analysis also pro duces point-source catalogues at each Planck frequency that are more comple te and accurate than those obtained by either method on its own. The result s are especially improved at high frequencies where infrared galaxies domin ate the point-source contribution. Although this joint technique has been p erformed on simulated Planck data, it could easily be applied to other mult ifrequency CMB experiments, such as the forthcoming NASA MAP satellite or t he recently-performed BOOMERANG and MAXIMA experiments.