Component separation with flexible models. Application to the separation of astrophysical emissions

Details Component separation with flexible models. Application to the separation of astrophysical emissions Component separation with flexible models. Application to the separation of astrophysical emissions

2008-03-12

arxiv.org/abs/0803.1814v1

Astronomy and Astrophysics

Astrophysics

20 pages, 9 figures. Submitted to a special issue of IEEE-JSTSP on Signal processing for astronomy and space research

Scientific paper

This paper offers a new point of view on component separation, based on a model of additive components which enjoys a much greater flexibility than more traditional linear component models. This flexibility is needed to process the complex full-sky observations of the CMB expected from the Planck space mission, for which it was developed, but it may also be useful in any context where accurate component separation is needed.

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