A hybrid map- component separation method for primordial CMB -mode searches
arXiv:2210.14838 · doi:10.1088/1475-7516/2023/03/035
Abstract
The observation of the polarised emission from the Cosmic Microwave Background (CMB) from future ground-based and satellite-borne experiments holds the promise of indirectly detecting the elusive signal from primordial tensor fluctuations in the form of large-scale -mode polarisation. Doing so, however, requires an accurate and robust separation of the signal from polarised Galactic foregrounds. We present a component separation method for multi-frequency CMB observations that combines some of the advantages of map-based and power-spectrum-based techniques, and which is direcly applicable to data in the presence of realistic foregrounds and instrumental noise. We demonstrate that the method is able to reduce the contamination from Galactic foregrounds below an equivalent tensor-to-scalar ratio , as required for next-generation observatories, for a wide range of foreground models with varying degrees of complexity. This bias reduction is associated with a mild increase in the final statistical uncertainties, and holds for large sky areas, and for experiments targeting both the reionisation and recombination bumps in the -mode power spectrum.
28 pages, 9 figures
References in corpus (14)
- The NumPy array: a structure for efficient numerical computation
- The Standard Model Higgs boson as the inflaton
- A Joint Analysis of BICEP2/Keck Array and Planck Data
- BICEP / Keck XIII: Improved Constraints on Primordial Gravitational Waves using Planck, WMAP, and BICEP/Keck Observations through the 2018 Observing Season
- Maximum Likelihood algorithm for parametric component separation in CMB experiments
- Forecasting performance of CMB experiments in the presence of complex foreground contaminations
- A minimal power-spectrum-based moment expansion for CMB B-mode searches
- Maximum likelihood, parametric component separation and CMB B-mode detection in suborbital experiments
- Simulated forecasts for primordial B-mode searches in ground-based experiments
- Thermodynamics and Charging of Interstellar Iron Nanoparticles
- High precision modeling of polarized signals: Moment expansion method generalized to spin-2 fields
- Single frequency CMB B-mode inference with realistic foregrounds from a single training image
- Improved Galactic Foreground Removal for B-Modes Detection with Clustering Methods
- Characterizing line-of-sight variability of polarized dust emission with future CMB experiments
Cited by in corpus (7)
- Impact of Galactic dust non-Gaussianity on searches for B-modes from inflation
- How bad could it be? Modelling the 3D complexity of the polarised dust signal using moment expansion
- The Simons Observatory: Assessing the Impact of Dust Complexity on the Recovery of Primordial -modes
- The Simons Observatory: Validation of reconstructed power spectra from simulated filtered maps for the Small Aperture Telescope survey
- Vector Higgs-Portal Dark Matter: How UV Completion Reopens Viable Parameter Space
- The Simons Observatory: Quantifying the impact of beam chromaticity on large-scale B-mode science
- B-mode polarization forecasts for GreenPol