TY - JOUR
T1 - Detection and removal of B-mode dust foregrounds with signatures of statistical anisotropy
AU - Philcox, Oliver H.E.
AU - Sherwin, Blake D.
AU - Van Engelen, Alexander
N1 - Funding Information:
et al. 2005). This research used data stored at the National Energy Research Scientific Computing Center, which is supported by the Office of Science of the U.S. Department of Energy.
Funding Information:
The authors would like to thank David Alonso, Anthony Challi-nor, Colin Hill, Kevin Huffenberger, and Peter Martin for useful feedback. We also thank the anonymous referee for their insightful comments. AvE was supported by the Beatrice and Vincent Tremaine Fellowship at CITA (or Canadian Institute for Theoretical Astrophysics). BDS was supported by an STFC (or Science and Technology Facilities Council) Ernest Rutherford Fellowship and an Isaac Newton Trust Early Career Grant. Some of the results in this paper have been derived using the HEALPIX package (Górski
Publisher Copyright:
© 2018 The Author(s) Published by Oxford University Press on behalf of the Royal Astronomical Society.
PY - 2018/10/1
Y1 - 2018/10/1
N2 - Searches for inflationary gravitational wave signals in the cosmic microwave background (CMB) B-mode polarization are expected to reach unprecedented power over the next decade. A major difficulty in these ongoing searches is that Galactic foregrounds such as dust can easily mimic inflationary signals. Though, typically, foregrounds are separated from primordial signals using the foregrounds' different frequency dependence, in this paper we investigate instead the extent to which the Galactic dust B-modes' statistical anisotropy can be used to distinguish them from inflationary B-modes, building on the work of Kamionkowski and Kovetz (2014). In our work, we extend existing anisotropy estimators and apply them to simulations of polarized dust to forecast their performance for future experiments. Considering the application of this method as a null-test for dust contamination to CMB-S4, we find that we can detect residual dust levels corresponding to r ~ 0.001 at 2σ, which implies that statistical anisotropy estimators will be a powerful diagnostic for foreground residuals (though our results show some dependence on the dust simulation used). Finally, considering applications beyond a simple null test, we demonstrate how anisotropy statistics can be used to construct an estimate of the dust B-mode map, which could potentially be used to clean the B-mode sky.
AB - Searches for inflationary gravitational wave signals in the cosmic microwave background (CMB) B-mode polarization are expected to reach unprecedented power over the next decade. A major difficulty in these ongoing searches is that Galactic foregrounds such as dust can easily mimic inflationary signals. Though, typically, foregrounds are separated from primordial signals using the foregrounds' different frequency dependence, in this paper we investigate instead the extent to which the Galactic dust B-modes' statistical anisotropy can be used to distinguish them from inflationary B-modes, building on the work of Kamionkowski and Kovetz (2014). In our work, we extend existing anisotropy estimators and apply them to simulations of polarized dust to forecast their performance for future experiments. Considering the application of this method as a null-test for dust contamination to CMB-S4, we find that we can detect residual dust levels corresponding to r ~ 0.001 at 2σ, which implies that statistical anisotropy estimators will be a powerful diagnostic for foreground residuals (though our results show some dependence on the dust simulation used). Finally, considering applications beyond a simple null test, we demonstrate how anisotropy statistics can be used to construct an estimate of the dust B-mode map, which could potentially be used to clean the B-mode sky.
KW - Cosmic background radiation
KW - Galaxies: ISM
KW - Methods: data analysis
KW - Methods: statistical
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U2 - 10.1093/mnras/sty1769
DO - 10.1093/mnras/sty1769
M3 - Article
AN - SCOPUS:85051509471
SN - 0035-8711
VL - 479
SP - 5577
EP - 5595
JO - Monthly Notices of the Royal Astronomical Society
JF - Monthly Notices of the Royal Astronomical Society
IS - 4
ER -