Multi-Clustering Needlet-ILC for CMB B-modes component separation
arXiv:2212.04456 · doi:10.1093/mnras/stad2423
Abstract
The Cosmic Microwave Background (CMB) primordial B-modes signal is predicted to be much lower than the polarized Galactic emission (foregrounds) in any region of the sky pointing to the need for sophisticated component separation methods. Among them, the blind Needlet-ILC (NILC) has great relevance given our current poor knowledge of the B-modes foregrounds. However the expected level of spatial variability of the foreground spectral properties complicates the NILC subtraction of the Galactic contamination. In order to reach the ambitious targets of future CMB experiments, we therefore propose a novel extension of the NILC approach, the Multi-Clustering NILC (MC-NILC), which performs NILC variance minimization on separate regions of the sky (clusters) properly chosen to have similar spectral properties of the B-modes foregrounds emission. Clusters are identified thresholding the ratio of B-modes maps at two separate frequencies which is used as tracer of the spatial distribution of the spectral indices of the Galactic emission in B modes. We consider ratios either of simulated foregrounds-only B modes (ideal case) or of cleaned templates of Galactic emission obtained from realistic simulations. In this work we present an application of MC-NILC to the future LiteBIRD satellite, which targets the observation of both reionization and recombination peaks of the primordial B-modes angular power spectrum with a total error on the tensor-to-scalar ratio . We show that MC-NILC provides a CMB solution with residual foregrounds and noise contamination that is significantly reduced with respect to NILC and lower than the primordial signal targeted by LiteBIRD at all angular scales for the ideal case and at the reionization peak for a realistic ratio. Thus, MC-NILC will represent a powerful method to mitigate B-modes foregrounds for future CMB polarization experiments.
19 pages, 17 figures, updated to match version accepted by MNRAS. Abstract abridged for arXiv
References in corpus (54)
- HEALPix -- a Framework for High Resolution Discretization, and Fast Analysis of Data Distributed on the Sphere
- Nine-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Parameter Results
- Nine-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Final Maps and Results
- The Simons Observatory: Science goals and forecasts
- An All-Sky Analysis of Polarization in the Microwave Background
- First Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Foreground Emission
- A Probe of Primordial Gravity Waves and Vorticity
- Planck 2018 results. VIII. Gravitational lensing
- MASTER of the CMB Anisotropy Power Spectrum: A Fast Method for Statistical Analysis of Large and Complex CMB Data Sets
- The Atacama Cosmology Telescope: DR4 Maps and Cosmological Parameters
- A high resolution foreground cleaned CMB map from WMAP
- Extrapolation of Galactic Dust Emission at 100 Microns to CMBR Frequencies Using FIRAS
- Gravitational Lensing Effect on Cosmic Microwave Background Polarization
- Mission design of LiteBIRD
- A unified pseudo- framework
- Detection of B-mode Polarization in the Cosmic Microwave Background with Data from the South Pole Telescope
- Joint Bayesian component separation and CMB power spectrum estimation
- A full sky, low foreground, high resolution CMB map from WMAP
- Improved limits on the tensor-to-scalar ratio using BICEP and Planck
- Likelihood Analysis of CMB Temperature and Polarization Power Spectra
- The Python Sky Model: software for simulating the Galactic microwave sky
- Separation of anomalous and synchrotron emissions using WMAP polarization data
- Integrated Sachs-Wolfe effect from the cross correlation of WMAP3 year and the NRAO VLA sky survey data: New results and constraints on dark energy
- Multi-Detector Multi-Component spectral matching and applications for CMB data analysis
- Spherical Needlets for CMB Data Analysis
- Measurement of the Cosmic Microwave Background Polarization Lensing Power Spectrum with the POLARBEAR experiment
- Cosmological Parameters from the 2003 flight of BOOMERANG
- All-sky astrophysical component separation with Fast Independent Component Analysis (FastICA)
- Foreground component separation with generalised ILC
- LiteBIRD: JAXA's new strategic L-class mission for all-sky surveys of cosmic microwave background polarization
- A Measurement of the Cosmic Microwave Background -Mode Polarization Power Spectrum at Sub-Degree Scales from 2 years of POLARBEAR Data
- Measurements of Sub-degree B-mode Polarization in the Cosmic Microwave Background from 100 Square Degrees of SPTpol Data
- Maximum Likelihood algorithm for parametric component separation in CMB experiments
- BICEP2 / Keck Array VIII: Measurement of gravitational lensing from large-scale B-mode polarization
- Measurements of B-mode Polarization of the Cosmic Microwave Background from 500 Square Degrees of SPTpol Data
- CMBPol Mission Concept Study: Prospects for polarized foreground removal
- Modeling the Anomalous Microwave Emission with Spinning Nanoparticles: No PAHs Required
- Exploring Cosmic Origins with CORE: B-mode Component Separation
- Continuous Wavelets on Compact Manifolds
- All-sky component separation for the Planck mission
- Peeling off foregrounds with the constrained moment ILC method to unveil primordial CMB -modes
- Unbiased Estimation of an Angular Power Spectrum
- QUBIC: The QU Bolometric Interferometer for Cosmology
- CMB power spectrum estimation and map reconstruction with the Expectation - Maximization algorithm
- A 3-D model of polarised dust emission in the Milky Way
- SWIPE: a bolometric polarimeter for the Large-Scale Polarization Explorer
- SPIDER: a balloon-borne CMB polarimeter for large angular scales
- Initial Performance of BICEP3: A Degree Angular Scale 95 GHz Band Polarimeter
- -mode forecast of CMB-Bhrat
- Foreground Separation and Constraints on Primordial Gravitational Waves with the PICO Space Mission
- A coherent polarimeter array for the Large Scale Polarization Explorer balloon experiment
- Exploring two-spin internal linear combinations for the recovery of the CMB polarization
- Improved Galactic Foreground Removal for B-Modes Detection with Clustering Methods
- Data driven foreground clustering approach to component separation in multifrequency CMB experiments: A new Planck CMB map
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- An improved Compton parameter map of thermal Sunyaev-Zeldovich effect from Planck PR4 data
- LiteBIRD Science Goals and Forecasts: Improving Sensitivity to Inflationary Gravitational Waves with Multitracer Delensing
- Optimization of foreground moment deprojection for semi-blind CMB polarization reconstruction
- How bad could it be? Modelling the 3D complexity of the polarised dust signal using moment expansion
- Impact of half-wave plate systematics on the measurement of CMB -mode polarization
- Impact of reionization history on constraining primordial gravitational waves in future all-sky cosmic microwave background experiments
- LiteBIRD science goals and forecasts: improved full-sky reconstruction of the gravitational lensing potential through the combination of Planck and LiteBIRD data
- Accurate and efficient likelihood modeling for large-scale CMB data