Foreground component separation with generalized Internal Linear Combination
Abstract
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.
- Publication:
-
Monthly Notices of the Royal Astronomical Society
- Pub Date:
- November 2011
- DOI:
- 10.1111/j.1365-2966.2011.19497.x
- arXiv:
- arXiv:1103.1166
- Bibcode:
- 2011MNRAS.418..467R
- Keywords:
-
- methods: data analysis;
- ISM: general;
- cosmic background radiation;
- Astrophysics - Cosmology and Nongalactic Astrophysics
- E-Print:
- 11 pages, 6 figures (2 figures added), 1 reference added, introduction expanded, V2: version accepted by MNRAS