Bayesian blind component separation for Cosmic Microwave Background observations

Astronomy and Astrophysics – Astrophysics

Scientific paper

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15 pages, 5 figures, to appear in the Proceedings of the MAXENT 2001 international workshop

Scientific paper

10.1063/1.1477043

We present a technique for the blind separation of components in CMB data.
The method uses a spectral EM algorithm which recovers simultaneously component
templates, their emission law as a function of wavelength, and noise levels. We
test the method on Planck HFI simulated observations featuring 3 astrophysical
components.

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