TY - JOUR
T1 - Foreground component separation with generalized internal linear combination
AU - Remazeilles, Mathieu
AU - Delabrouille, Jacques
AU - Cardoso, Jean-Francois
PY - 2011/11/10
Y1 - 2011/11/10
N2 - The ‘Internal Linear Combination’ (ILC) component separation method has been extensively used to extract a single component, the cosmic microwave background (CMB), from the WMAP multifrequency data. We generalize the ILC approach for separating other millimetre astrophysical emissions. We construct in particular a multidimensional ILC filter, which can be used, for instance, to estimate the diffuse emission of a complex component originating from multiple correlated emissions, such as the total emission of the Galactic interstellar medium. The performance of such generalized ILC methods, implemented on a needlet frame, is tested on simulations of Planck mission observations, for which we successfully reconstruct a low-noise estimate of emission from astrophysical foregrounds with vanishing CMB and Sunyaev–Zel’dovich contamination.
AB - The ‘Internal Linear Combination’ (ILC) component separation method has been extensively used to extract a single component, the cosmic microwave background (CMB), from the WMAP multifrequency data. We generalize the ILC approach for separating other millimetre astrophysical emissions. We construct in particular a multidimensional ILC filter, which can be used, for instance, to estimate the diffuse emission of a complex component originating from multiple correlated emissions, such as the total emission of the Galactic interstellar medium. The performance of such generalized ILC methods, implemented on a needlet frame, is tested on simulations of Planck mission observations, for which we successfully reconstruct a low-noise estimate of emission from astrophysical foregrounds with vanishing CMB and Sunyaev–Zel’dovich contamination.
KW - methods: data analysis
KW - ISM: general
KW - cosmic background radiation
UR - http://www.scopus.com/inward/record.url?eid=2-s2.0-81055156801&partnerID=MN8TOARS
U2 - 10.1111/j.1365-2966.2011.19497.x
DO - 10.1111/j.1365-2966.2011.19497.x
M3 - Article
SN - 1365-2966
VL - 418
SP - 467
EP - 476
JO - Monthly Notices of the Royal Astronomical Society
JF - Monthly Notices of the Royal Astronomical Society
IS - 1
ER -