Performance forecasts for the primordial gravitational wave detection pipelines for AliCPT-1
arXiv:2205.14804 · doi:10.1088/1475-7516/2022/10/063
Abstract
AliCPT is the first Chinese cosmic microwave background (CMB) experiment which will make the most precise measurements of the CMB polarization in the northern hemisphere. The key science goal for AliCPT is the detection of primordial gravitational waves (PGWs). It is well known that an epoch of cosmic inflation, in the very early universe, can produce PGWs, which leave an imprint on the CMB in form of odd parity -mode polarization. In this work, we study the performance of the component separation and parameter estimation pipelines in context of constraining the value of the tensor-to-scalar ratio. Based on the simulated data for one observation season, we compare five different pipelines with different working principles. Three pipelines perform component separation at map or spectra level before estimating from the cleaned spectra, while the other two pipelines performs a global fit for both foreground parameters and . We also test different methods to account for the effects of time stream filtering systematics. This work shows that our pipelines provide consistent and robust constraints on the tensor-to-scalar ratio and a consistent sensitivity . This showcases the potential of precise -mode polarization measurement with AliCPT-1. AliCPT will provide a powerful opportunity to detect PGWs, which is complementary with various ground-based CMB experiments in the southern hemisphere.
arXiv comment34 pages, 10 figs, 5 tables, JCAP in press
References in corpus (73)
- emcee: The MCMC Hammer
- HEALPix -- a Framework for High Resolution Discretization, and Fast Analysis of Data Distributed on the Sphere
- Efficient Computation of CMB anisotropies in closed FRW models
- First Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Preliminary Maps and Basic Results
- Cosmological parameters from CMB and other data: a Monte-Carlo approach
- dynesty: A Dynamic Nested Sampling Package for Estimating Bayesian Posteriors and Evidences
- A Line of Sight Approach to Cosmic Microwave Background Anisotropies
- Planck 2018 results. I. Overview and the cosmological legacy of Planck
- BICEP2 I: Detection Of B-mode Polarization at Degree Angular Scales
- The Simons Observatory: Science goals and forecasts
- A Joint Analysis of BICEP2/Keck Array and Planck Data
- Signature of Gravity Waves in Polarization of the Microwave Background
- A Probe of Primordial Gravity Waves and Vorticity
- 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
- A CMB Polarization Primer
- A unified pseudo- framework
- Dynamic nested sampling: an improved algorithm for parameter estimation and evidence calculation
- A full sky, low foreground, high resolution CMB map from WMAP
- Planck 2013 results. XII. Component separation
- On Foreground Removal from the Wilkinson Microwave Anisotropy Probe Data by an Internal Linear Combination Method: Limitations and Implications
- CMB-S4: Forecasting Constraints on Primordial Gravitational Waves
- Likelihood Analysis of CMB Temperature and Polarization Power Spectra
- The pre-launch Planck Sky Model: a model of sky emission at submillimetre to centimetre wavelengths
- Myths and Truths Concerning Estimation of Power Spectra
- Planck intermediate results. XXX. The angular power spectrum of polarized dust emission at intermediate and high Galactic latitudes
- The Atacama Cosmology Telescope: Two-Season ACTPol Spectra and Parameters
- Power spectrum estimation from high-resolution maps by Gibbs sampling
- Multi-Detector Multi-Component spectral matching and applications for CMB data analysis
- Planck 2018 results. XI. Polarized dust foregrounds
- CMB and SZ effect separation with Constrained Internal Linear Combinations
- Planck 2013 results. IX. HFI spectral response
- The POLARBEAR-2 and the Simons Array Experiment
- A Measurement of the Cosmic Microwave Background -Mode Polarization Power Spectrum at Sub-Degree Scales from 2 years of POLARBEAR Data
- Probing Primordial Gravitational Waves: Ali CMB Polarization Telescope
- Measurements of Sub-degree B-mode Polarization in the Cosmic Microwave Background from 100 Square Degrees of SPTpol Data
- Removing point sources from CMB maps
- Maximum Likelihood algorithm for parametric component separation in CMB experiments
- Pseudo- estimators which do not mix E and B modes
- A needlet ILC analysis of WMAP 7-year data: estimation of CMB temperature map and power spectrum
- BICEP2 / Keck Array V: Measurements of B-mode Polarization at Degree Angular Scales and 150 GHz by the Keck Array
- Measurements of B-mode Polarization of the Cosmic Microwave Background from 500 Square Degrees of SPTpol Data
- Polarized CMB power spectrum estimation using the pure pseudo-cross-spectrum approach
- A general solution to the E-B mixing problem
- The Cosmology Large Angular Scale Surveyor
- Analytic approach to the CMB polarizations generated by relic gravitational waves
- Peeling off foregrounds with the constrained moment ILC method to unveil primordial CMB -modes
- A needlet ILC analysis of WMAP 9-year polarisation data: CMB polarisation power spectra
- The CMB temperature power spectrum from an improved analysis of the Archeops data
- The large scale polarization explorer (LSPE) for CMB measurements: performance forecast
- CMB anisotropy power spectrum using linear combinations of WMAP maps
- A blind estimation of the power spectrum of CMB anisotropy from WMAP
- CMB and foregrounds in WMAP first year data
- Separating E and B types of polarization on an incomplete sky
- Fast CMB Power Spectrum Estimation of Temperature and Polarisation with Gabor Transforms
- Detecting relic gravitational waves in the CMB: Optimal parameters and their constraints
- CMB E/B decomposition of incomplete sky: a pixel space approach
- On the road to discovery of relic gravitational waves: The TE and BB Correlations in the cosmic microwave background radiation
- QUBIC: Exploring the primordial Universe with the Q\&U Bolometric Interferometer
- Methods for pixel domain correction of EB leakage
- How to make a clean separation between CMB E and B modes with proper foreground masking
- Efficiency of pseudo-spectrum methods for estimation of Cosmic Microwave Background B-mode power spectrum
- CMB EB and TB cross-spectrum estimation via pseudo-spectrum techniques
- The design of the Ali CMB Polarization Telescope receiver
- Detecting relic gravitational waves in the CMB: Comparison of different methods
- Blind correction of the EB-leakage in the pixel domain
- Towards ending the partial sky E-B ambiguity in CMB observations
- A Statistical Analysis of the "Internal Linear Combination" Method in Problems of Signal Separation as in CMB Observations
- Testing the ABS method with the simulated Planck temperature maps
- Fast scalar quadratic maximum likelihood estimators for the CMB B-mode power spectrum
- Scalar quadratic maximum likelihood estimators for the CMB cross power spectrum
- Smoothing methods comparison for CMB E- and B-mode separation
Cited by in corpus (20)
- Testing parity symmetry of gravity with gravitational waves
- Transition Edge Sensors: Physics and Applications
- Full-sky Models of Galactic Microwave Emission and Polarization at Sub-arcminute Scales for the Python Sky Model
- Optimization of foreground moment deprojection for semi-blind CMB polarization reconstruction
- Forecasts of CMB lensing reconstruction of AliCPT-1 from the foreground cleaned polarization data
- Forecast of cross-correlation of CSST cosmic shear tomography with AliCPT-1 CMB lensing
- Foreground removal with ILC methods for AliCPT-1
- Forecast of foreground cleaning strategies for AliCPT-1
- Forecast of CMB TB and EB correlations for AliCPT-1
- A Constrained NILC method for CMB B mode observations
- Study on the filters of atmospheric contamination in ground based CMB observation
- The Simons Observatory: Validation of reconstructed power spectra from simulated filtered maps for the Small Aperture Telescope survey
- Challenges in Cosmic Magnification Reconstruction by Magnification Response
- Forecasts of effects of beam systematics and deprojection on the third-generation ground-based cosmic microwave background experiment
- Unbiased Primordial Gravitational Wave Inference from the CMB with SMICA
- Quantum measurement systems and applications to particle physics and cosmology
- Optimal map-making with singularities
- AliCPT Sensitivity to Cosmic Reheating
- Extending the micro-Hertz detection horizons via orbital resonance effect for geocentric gravitational wave antennas
- Forecasts of constraining isotropic cosmic birefringence on AliCPT-1