Blind component separation for polarized observations of the cosmic microwave background

被引:14
作者
Aumont, J. [1 ]
Macias-Perez, J. F. [1 ]
机构
[1] Lab Phys Subatom & Cosmol, F-38026 Grenoble, France
关键词
methods : data analysis; cosmic microwave background; cosmology : observations;
D O I
10.1111/j.1365-2966.2007.11470.x
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
We presert in this paper the PolEMICA (Polarized Expectation-Maximization Independent Component Analysis) algorithm which is an extension to polarization of the SMICA (Spectral Matching Independent Component Analysis) temperature multidetectorsmulticomponents (MD-MC) component separation method. This algorithm allows us to estimate blindly in harmonic space multiple physical components from multidetectors polarized sky maps. Assuming a linear noisy mixture of components we are able to reconstruct jointly the anisotropies electromagnetic spectra of the components for each mode T, E and B, as well as the temperature and polarization spatial power spectra, TT, EE, BB, TE, TB and EB for each of the physical components and for the noise on each of the detectors. PolEMICA is specially developed to estimate the cosmic microwave background (CMB) temperature and polarization power spectra from sky observations including both CMB and foreground emissions. This has been tested intensively using as a first approach full-sky simulations of the Planck satellite polarized channels for a 14-month nominal mission assuming a simplified linear sky model including CMB, and optionally Galactic synchrotron emission and a Gaussian dust emission. Finally, we have applied our algorithm to more realistic Planck full-sky simulations, including synchrotron, realistic dust and free-free emissions.
引用
收藏
页码:739 / 758
页数:20
相关论文
共 64 条
[21]  
Haslam C. G. T., 1982, Astronomy & Astrophysics Supplement Series, V47, P1
[22]  
Hildebrand RH, 1996, ASTR SOC P, V97, P254
[23]  
HINSHAW G, 2006, UNPUB
[24]   Foreground separation methods for satellite observations of the cosmic microwave background [J].
Hobson, MP ;
Jones, AW ;
Lasenby, AN ;
Bouchet, FR .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 1998, 300 (01) :1-29
[25]   Weak lensing of the CMB: A harmonic approach [J].
Hu, W .
PHYSICAL REVIEW D, 2000, 62 (04) :17
[26]   INFRARED POLARIMETRY AND THE GALACTIC MAGNETIC-FIELD .2. IMPROVED MODELS [J].
JONES, TJ ;
KLEBE, D ;
DICKEY, JM .
ASTROPHYSICAL JOURNAL, 1992, 389 (02) :602-615
[27]   A measurement of the angular power spectrum of the CMB temperature anisotropy from the 2003 flight of BOOMERANG [J].
Jones, W. C. ;
Ade, P. A. R. ;
Bock, J. J. ;
Bond, J. R. ;
Borrill, J. ;
Boscaleri, A. ;
Cabella, P. ;
Contaldi, C. R. ;
Crill, B. P. ;
De Bernardis, P. ;
De Gasperis, G. ;
De Oliveira-Costa, A. ;
De Troia, G. ;
Di Stefano, G. ;
Hivon, E. ;
Jaffe, A. H. ;
Kisner, T. S. ;
Lange, A. E. ;
MacTavish, C. J. ;
Masi, S. ;
Mauskopf, P. D. ;
Melchiorri, A. ;
Montroy, T. E. ;
Natoli, P. ;
Netterfield, C. B. ;
Pascale, E. ;
Piacentini, F. ;
Pogosyan, D. ;
Polenta, G. ;
Prunet, S. ;
Ricciardi, S. ;
Romeo, G. ;
Ruhl, J. E. ;
Santini, P. ;
Tegmark, M. ;
Veneziani, M. ;
Vittorio, N. .
ASTROPHYSICAL JOURNAL, 2006, 647 (02) :823-832
[28]   Large angular scale polarization of the cosmic microwave background radiation and the feasibility of its detection [J].
Keating, B ;
Timbie, P ;
Polnarev, A ;
Steinberger, J .
ASTROPHYSICAL JOURNAL, 1998, 495 (02) :580-596
[29]   DETECTABILITY OF TENSOR PERTURBATIONS THROUGH ANISOTROPY OF THE COSMIC BACKGROUND-RADIATION [J].
KNOX, L ;
TURNER, MS .
PHYSICAL REVIEW LETTERS, 1994, 73 (25) :3347-3350
[30]   Detection of polarization in the cosmic microwave background using DASI [J].
Kovac, JM ;
Leitch, EM ;
Pryke, C ;
Carlstrom, JE ;
Halverson, NW ;
Holzapfel, WL .
NATURE, 2002, 420 (6917) :772-787