Validating a main beam treatment of parametric, pixel-based component separation in the context of CMB observations
We implement a simple, main beam correction in the maximum-likelihood, parametric component separation approach, which allows on accounting for different beam widths of input maps at different frequencies without any preprocessing. We validate the approach on full-sky and cut-sky simulations and discuss the importance and impact of the assumptions and simplifications. We find that, in the cases when the underlying sky model is indeed parametric, the method successfully recovers component spectral parameters and component maps at the predefined resolution. The improvement on the precision of the estimated spectral parameters is found to be minor due to the redness of the foreground angular spectra, however the method is potentially more accurate, in particular if the foreground properties display strong, spatial variability, as it does not assume commutation of the beam smoothing and mixing matrix operators. The method permits a reconstruction of the cosmic microwave background map with a resolution significantly superior to that of the lowest resolution map used in the analysis and with the nearly optimal noise level, facilitating exploitation of the cosmological information contained on angular scales, which would be otherwise inaccessible. The method preserves all the advantages of a pixel-domain implementation of the parametric approach, and, as it deals with the beams in the harmonic domain, it can also straightforwardly account for spatially stationary map-domain noise correlations.
Authors
- R. Stompor (ORCID: https://orcid.org/0000-0002-9777-3813)
- A. Rizzieri (ORCID: https://orcid.org/0000-0003-2736-2776)
- Josquin Errard (ORCID: https://orcid.org/0000-0002-1419-0031)
Institutions
- Université Paris Cité (FR)
- Laboratoire AstroParticule et Cosmologie (FR)
Publication Details
- Journal
- Physical review. D/Physical review. D.
- Published
- 2025-02-06
- DOI
- https://doi.org/10.1103/physrevd.111.043512
- Citations
- 3
- Primary Topic
- Solar and Space Plasma Dynamics
- Type
- article
- Field-Weighted Citation Impact
- 3.46
Funders
- Horizon 2020 Framework Programme
- H2020 European Research Council