Characterization of Extragalactic Point-Sources on E- and B-mode Maps of the CMB Polarization
arXiv:2009.10441 · doi:10.1088/1475-7516/2021/03/048
Abstract
Although interesting in themselves, extragalactic sources emitting in the microwave range (mainly radio-loud active galactic nuclei and dusty galaxies) are also considered a contaminant from the point of view of Cosmic Microwave Background (CMB) experiments. These sources appear as unresolved point-like objects in CMB measurements because of the limited resolution of CMB experiments. Amongst other issues, point-like sources are known to obstruct the reconstruction of the lensing potential, and can hinder the detection of the Primordial Gravitational Wave Background for low values of . Therefore, extragalactic point-source detection and subtraction is a fundamental part of the component separation process necessary to achieve some of the science goals set for the next generation of CMB experiments. As a previous step to their removal, in this work we present a new filter based on steerable wavelets that allows the characterization of the emission of these extragalactic sources. Instead of the usual approach of working in polarization maps of the Stokes' and parameters, the proposed filter operates on E- and B-mode polarization maps. In this way, it benefits from the lower intensity that, both, the CMB, and the galactic foreground emission, present in B-modes to improve its performance. To demonstrate its potential, we have applied the filter to simulations of the future PICO satellite, and we predict that, for the regions of fainter galactic foreground emission in the 30 GHz and 155 GHz bands of PICO, our filter will be able to characterize sources down to a minimum polarization intensity of, respectively, 125 pK and 14 pK. Adopting a polarization degree, these values correspond to 169 mJy and 288 mJy intensities.
arXiv comment23 pages, 8 figures, accepted by JCAP
References in corpus (51)
- HEALPix -- a Framework for High Resolution Discretization, and Fast Analysis of Data Distributed on the Sphere
- The Simons Observatory: Science goals and forecasts
- Weak Gravitational Lensing of the CMB
- Massive neutrinos and cosmology
- Cosmological Backgrounds of Gravitational Waves
- Planck 2018 results. VIII. Gravitational lensing
- CMB Lensing Reconstruction on the Full Sky
- CMB-S4 Science Case, Reference Design, and Project Plan
- Reconstruction of lensing from the cosmic microwave background polarization
- Planck intermediate results. LVII. Joint Planck LFI and HFI data processing
- Planck 2015 results. X. Diffuse component separation: Foreground maps
- The pre-launch Planck Sky Model: a model of sky emission at submillimetre to centimetre wavelengths
- Planck 2013 results. XXVIII. The Planck Catalogue of Compact Sources
- Planck 2018 results. XI. Polarized dust foregrounds
- Foreground separation methods for satellite observations of the cosmic microwave background
- Planck constraints on the tensor-to-scalar ratio
- Planck 2015 results. XXVI. The Second Planck Catalogue of Compact Sources
- Robust forecasts on fundamental physics from the foreground-obscured, gravitationally-lensed CMB polarization
- Delensing the CMB with the Cosmic Infrared Background
- Correspondence principle between spherical and Euclidean wavelets
- Maximum a posteriori CMB lensing reconstruction
- Lensing Induced Cluster Signatures in Cosmic Microwave Background
- A Measurement of Gravitational Lensing of the Cosmic Microwave Background by Galaxy Clusters Using Data from the South Pole Telescope
- Predictions on high frequency polarization properties of extragalactic radio sources and implications for CMB polarization measurements
- Limits on the detectability of the CMB B-mode polarization imposed by foregrounds
- Analytic approach to the CMB polarizations generated by relic gravitational waves
- Cluster Mass Estimators from CMB Temperature and Polarization Lensing
- PICO: Probe of Inflation and Cosmic Origins
- Lower bias, lower noise CMB lensing with foreground-hardened estimators
- Demonstration of cosmic microwave background delensing using the cosmic infrared background
- CMB Polarization B-mode Delensing with SPTpol and Herschel
- Exploring cosmic origins with CORE: gravitational lensing of the CMB
- Measuring cluster masses with CMB lensing: a statistical approach
- Bayesian delensing of CMB temperature and polarization
- Predicted Planck Extragalactic Point Source Catalogue
- Multitracer CMB delensing maps from Planck and WISE data
- Polarization of the WMAP Point Sources
- Future cosmic microwave background delensing with galaxy surveys
- Forecasting Polarized Radio Sources for CMB observations
- Delensing Cosmic Microwave Background B-modes with the Square Kilometre Array Radio Continuum Survey
- Fractional Polarisation of Extragalactic Sources in the 500-square-degree SPTpol Survey
- Theory of Cosmic Microwave Background Polarization
- Statistics of the fractional polarisation of compact radio sources in Planck maps
- Comparison of delensing methodologies and assessment of the delensing capabilities of future experiments
- Average fractional polarization of extragalactic sources at Planck frequencies
- Detection/estimation of the modulus of a vector. Application to point source detection in polarization data
- Bias to CMB lensing from lensed foregrounds
- Extragalactic sources in Cosmic Microwave Background maps
- Delensing Degree-Scale -Mode Polarization with High-Redshift Line Intensity Mapping
- The polarimetric multi-frequency radio sources properties
- CMB foregrounds - A brief review
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- QUIJOTE scientific results -- IV. A northern sky survey in intensity and polarization at 10-20GHz with the Multi-Frequency Instrument
- A Bayesian method for point source polarization estimation
- Constraining the polarisation flux density and angle of point sources by training a convolutional neural network
- Mitigating point-source contamination in CMB polarization: a Generalized Point Spread Function fitting approach