From BeyondPlanck to Cosmoglobe: Preliminary $\mathit{WMAP}$ $\mathit Q$-band analysis
Abstract
We present the first application of the Cosmoglobe analysis framework by analyzing 9-year time-ordered observations using similar machinery as BeyondPlanck utilizes for LFI. We analyze only the -band (41 GHz) data and report on the low-level analysis process from uncalibrated time-ordered data to calibrated maps. Most of the existing BeyondPlanck pipeline may be reused for analysis with minimal changes to the existing codebase. The main modification is the implementation of the same preconditioned biconjugate gradient mapmaker used by the team. Producing a single 1-band sample requires 22 CPU-hrs, which is slightly more than the cost of a 44 GHz sample of 17 CPU-hrs; this demonstrates that full end-to-end Bayesian processing of the data is computationally feasible. In general, our recovered maps are very similar to the maps released by the team, although with two notable differences. In temperature we find a quadrupole difference that most likely is caused by different gain modeling, while in polarization we find a distinct signal that has been previously called poorly-measured modes by the team. In the Cosmoglobe processing, this pattern arises from temperature-to-polarization leakage from the coupling between the CMB Solar dipole, transmission imbalance, and sidelobes. No traces of this pattern are found in either the frequency map or TOD residual map, suggesting that the current processing has succeeded in modelling these poorly measured modes within the assumed parametric model by using information to break the sky-synchronous degeneracies inherent in the scanning strategy.
Cite
@article{arxiv.2202.11979,
title = {From BeyondPlanck to Cosmoglobe: Preliminary $\mathit{WMAP}$ $\mathit Q$-band analysis},
author = {D. J. Watts and M. Galloway and H. T. Ihle and K. J. Andersen and R. Aurlien and R. Banerji and A. Basyrov and M. Bersanelli and S. Bertocco and M. Brilenkov and M. Carbone and L. P. L. Colombo and H. K. Eriksen and J. R. Eskilt and M. K. Foss and C. Franceschet and U. Fuskeland and S. Galeotta and S. Gerakakis and E. Gjerløw and B. Hensley and D. Herman and M. Iacobellis and M. Ieronymaki and J. B. Jewell and A. Karakci and E. Keihänen and R. Keskitalo and J. G. S. Lunde and G. Maggio and D. Maino and M. Maris and S. Paradiso and B. Partridge and M. Reinecke and M. San and N. O. Stutzer and A. -S. Suur-Uski and T. L. Svalheim and D. Tavagnacco and H. Thommesen and I. K. Wehus and A. Zacchei},
journal= {arXiv preprint arXiv:2202.11979},
year = {2023}
}
Comments
11 figures, submitted to A&A. Includes updated instrument model and changes addressing referee comments