A study of fundamental limitations to statistical detection of redshifted HI from the epoch of reionization
arXiv:1308.0565 · doi:10.1088/0004-637X/776/1/6
Abstract
In this paper we explore for the first time the relative magnitudes of three fundamental sources of uncertainty, namely, foreground contamination, thermal noise and sample variance in detecting the HI power spectrum from the Epoch of Reionization (EoR). We derive limits on the sensitivity of a Fourier synthesis telescope to detect EoR based on its array configuration and a statistical representation of images made by the instrument. We use the Murchison Widefield Array (MWA) configuration for our studies. Using a unified framework for estimating signal and noise components in the HI power spectrum, we derive an expression for and estimate the contamination from extragalactic point-like sources in three-dimensional k-space. Sensitivity for EoR HI power spectrum detection is estimated for different observing modes with MWA. With 1000 hours of observing on a single field using the 128-tile MWA, EoR detection is feasible (S/N > 1 for Mpc). Bandpass shaping and refinements to the EoR window are found to be effective in containing foreground contamination, which makes the instrument tolerant to imaging errors. We find that for a given observing time, observing many independent fields of view does not offer an advantage over a single field observation when thermal noise dominates over other uncertainties in the derived power spectrum.
19 pages, 14 figures (19 figures in total including subfigures), 2 appendices, in press for publication in ApJ
References in corpus (3)
Cited by in corpus (129)
- Hydrogen Epoch of Reionization Array (HERA)
- What Next-Generation 21 cm Power Spectrum Measurements Can Teach Us About the Epoch of Reionization
- The Epoch of Reionization Window: I. Mathematical Formalism
- PAPER-64 Constraints on Reionization: The 21cm Power Spectrum at z=8.4
- 21CMMC: an MCMC analysis tool enabling astrophysical parameter studies of the cosmic 21 cm signal
- Data Analysis for Precision 21 cm Cosmology
- The Epoch of Reionization Window: II. Statistical Methods for Foreground Wedge Reduction
- An Improved Model of Diffuse Galactic Radio Emission from 10 MHz to 5 THz
- Calibration Requirements for Detecting the 21 cm Epoch of Reionization Power Spectrum and Implications for the SKA
- First Season MWA EoR Power Spectrum Results at Redshift 7
- Foregrounds in Wide-Field Redshifted 21 cm Power Spectra
- Improving the Epoch of Reionization Power Spectrum Results from Murchison Widefield Array Season 1 Observations
- CHIPS: The Cosmological HI Power Spectrum Estimator
- Empirical Covariance Modeling for 21 cm Power Spectrum Estimation: A Method Demonstration and New Limits from Early Murchison Widefield Array 128-Tile Data
- The Impact of Modeling Errors on Interferometer Calibration for 21 cm Power Spectra
- Emulating Simulations of Cosmic Dawn for 21cm Power Spectrum Constraints on Cosmology, Reionization, and X-ray Heating
- First Limits on the 21 cm Power Spectrum during the Epoch of X-ray heating
- Probing the Small-Scale Matter Power Spectrum with Large-Scale 21-cm Data
- First Season MWA Phase II EoR Power Spectrum Results at Redshift 7
- Fundamental Limitations on the Calibration of Redundant 21 cm Cosmology Instruments and Implications for HERA and the SKA
- Confirmation of Wide-Field Signatures in Redshifted 21 cm Power Spectra
- The Importance of Wide-field Foreground Removal for 21 cm Cosmology: A Demonstration With Early MWA Epoch of Reionization Observations
- Foreground Model and Antenna Calibration Errors in the Measurement of the Sky-Averaged λ21 cm Signal at z~20
- Multi-redshift limits on the 21cm power spectrum from PAPER
- Effects of Antenna Beam Chromaticity on Redshifted 21~cm Power Spectrum and Implications for Hydrogen Epoch of Reionization Array
- Parametrising Epoch of Reionization foregrounds: A deep survey of low-frequency point-source spectra with the MWA
- Redundant Array Configurations for 21 cm Cosmology
- The Murchison Widefield Array 21 cm Power Spectrum Analysis Methodology
- Mitigating the Effects of Antenna-to-Antenna Variation on Redundant-Baseline Calibration for 21 cm Cosmology
- A new MWA limit on the 21 cm Power Spectrum at Redshifts 13 17
- The Hydrogen Epoch of Reionization Array Dish I: Beam Pattern Measurements and Science Implications
- Understanding the Diversity of 21 cm Cosmology Analyses
- Constraining cosmology and ionization history with combined 21 cm power spectrum and global signal measurements
- The Impact of Foregrounds on Redshift Space Distortion Measurements With the Highly-Redshifted 21 cm Line
- Visibility based angular power spectrum estimation in low frequency radio interferometric observations
- The 154 MHz radio sky observed by the Murchison Widefield Array: noise, confusion and first source count analyses
- Constraining High Redshift X-ray Sources with Next Generation 21 cm Power Spectrum Measurements
- Inflation and Early Dark Energy with a Stage II Hydrogen Intensity Mapping Experiment
- Comparing Redundant and Sky Model Based Interferometric Calibration: A First Look with Phase II of the MWA
- Measuring Phased-Array Antenna Beampatterns with High Dynamic Range for the Murchison Widefield Array using 137 MHz ORBCOMM Satellites
- Spherical Harmonic Analyses of Intensity Mapping Power Spectra
- The impact of spin temperature fluctuations on the 21-cm moments
- Recovering the Wedge Modes Lost to 21-cm Foregrounds
- Mapmaking for Precision 21 cm Cosmology
- Measuring the Cosmological 21 cm Monopole with an Interferometer
- Absolute Calibration Strategies for the Hydrogen Epoch of Reionization Array and Their Impact on the 21 cm Power Spectrum
- Understanding the HERA Phase I receiver system with simulations and its impact on the detectability of the EoR delay power spectrum
- The visibility based Tapered Gridded Estimator (TGE) for the redshifted 21-cm power spectrum
- HI 21cm Cosmology and the Bi-spectrum: Closure Diagnostics in Massively Redundant Interferometric Arrays
- Adding Context to JWST Surveys with Current and Future 21cm Radio Observations
- Polarized Redundant-Baseline Calibration for 21 cm Cosmology Without Adding Spectral Structure
- The Hydrogen Epoch of Reionization Array Dish II: Characterization of Spectral Structure with Electromagnetic Simulations and its science Implications
- Detailed study of ELAIS N1 field with the uGMRT -- II. Source Properties and Spectral Variation Of Foreground Power Spectrum from 300-500 MHz Observations
- PUMA: The Positional Update and Matching Algorithm
- The wedge bias in reionization 21-cm power spectrum measurements
- Modeling the Radio Foreground for detection of CMB spectral distortions from Cosmic Dawn and Epoch of Reionization
- A Unified Calibration Framework for 21 cm Cosmology
- Exploring the cosmic 21-cm signal from the Epoch of Reionisation using the Wavelet Scattering Transform
- Tapering the sky response for angular power spectrum estimation from low-frequency radio-interferometric data
- Patterns of primary beam non-redundancy in close-packed 21 cm array observations
- Hydrogen Epoch of Reionization Array (HERA) Phase II Deployment and Commissioning
- Constraining Polarized Foregrounds for EoR Experiments I: 2D Power Spectra from the PAPER-32 Imaging Array
- A high resolution foreground model for the MWA EoR1 field: model and implications for EoR power spectrum analysis
- Constraining Polarized Foregrounds for EOR Experiments II: Polarization Leakage Simulations in the Avoidance Scheme
- Quantifying Excess Power from Radio Frequency Interference in Epoch of Reionization Measurements
- Foreground modelling via Gaussian process regression: an application to HERA data
- Design of the New Wideband Vivaldi Feed for the HERA Radio-Telescope Phase II
- A Tapered Gridded Estimator (TGE) for the Multi-Frequency Angular Power Spectrum (MAPS) and the Cosmological HI 21-cm Power Spectrum
- Detecting Cosmic Reionization using Bi-Spectrum Phase
- The effect of baseline layouts on the EoR foreground wedge: a semi-analytical approach
- Spectral performance of SKA Log-periodic Antennas I: Mitigating spectral artefacts in SKA1-LOW 21-cm cosmology experiments
- Exploring the evolution of Reionisation using a wavelet transform and the light cone effect
- The HERA-19 Commissioning Array: Direction Dependent Effects
- Detection of Cosmic Structures using the Bispectrum Phase. II. First Results from Application to Cosmic Reionization Using the Hydrogen Epoch of Reionization Array
- The bispectrum and 21cm foregrounds during the Epoch of Reionization
- The Impact of Beam Variations on Power Spectrum Estimation for 21-cm Cosmology I: Simulations of Foreground Contamination for HERA
- An Effective Bias Expansion for 21 cm Cosmology in Redshift Space
- Delay Spectrum with Phase-Tracking Arrays: Extracting the HI power spectrum from the Epoch of Reionization
- The Hydrogen Epoch of Reionization Array Dish III: Measuring Chromaticity of Prototype Element with Reflectometry
- Fundamental uncertainty levels of 21cm power spectra from a delay analysis
- Methods of Error Estimation for Delay Power Spectra in Cosmology
- Beamforming Errors in Murchison Widefield Array Phased Array Antennas and their effects on Epoch of Reionization Science
- Quantifying EoR delay spectrum contamination from diffuse radio emission
- Comparison of observing modes for statistical estimation of the 21cm signal from the Epoch of Reionisation
- Machine-learning recovery of foreground wedge-removed 21-cm light cones for high- galaxy mapping
- On the use of temporal filtering for mitigating galactic synchrotron calibration bias in 21 cm reionization observations
- Statistical recovery of the BAO scale from multipoles of the beam-convolved 21cm correlation function
- Detecting the non-Gaussianity of the 21-cm signal during reionisation with the Wavelet Scattering Transform
- Variations in fundamental constants at the cosmic dawn
- Beyond the horizon: Quantifying the full sky foreground wedge in the cylindrical power spectrum
- Forecasts and Statistical Insights for Line Intensity Mapping Cross-Correlations: A Case Study with 21cm x [CII]
- Impact of instrument and data characteristics in the interferometric reconstruction of the 21 cm power spectrum
- Detectability of 21cm-signal during the Epoch of Reionization with 21cm-Lyman-α emitter cross-correlation. II. Foreground contamination
- Statistical Detection of IGM Structures during Cosmic Reionization using Absorption of the Redshifted 21 cm line by HI against Compact Background Radio Sources
- The Role of the Instrumental Response in 21 cm EoR Power Spectrum Gridding Analyses
- Generating extremely large-volume reionisation simulations
- HI intensity mapping with the MIGHTEE survey: power spectrum estimates
- Simulated foreground predictions for HI at z = 3.35 with the Ooty Wide Field Array: I. Instrument and the foregrounds
- A galaxy-free phenomenological model for the 21-cm power spectrum during reionization
- A Matched Filter Technique For Slow Radio Transient Detection And First Demonstration With The Murchison Widefield Array
- Contribution of Radio Halos to the Foreground for SKA EoR Experiments
- Detection of Cosmic Structures using the Bispectrum Phase. I. Mathematical Foundations
- An Image-based Tapered Gridded Estimator (ITGE) for the angular power spectrum
- Validating a novel angular power spectrum estimator using simulated low frequency radio-interferometric data
- Towards -cm intensity mapping at with uGMRT using the tapered gridded estimator II: Cross-polarization power spectrum
- Contribution of Galactic free-free emission to the foreground for EoR signal in SKA experiments
- Unlocking Sensitivity for Visibility-based Estimators of the 21 cm Reionization Power Spectrum
- Delay-Weighted Calibration: Precision Calibration for 21 cm Cosmology with Resilience to Sky Model Error
- A Comparative Analysis To Deal With Missing Spectral Information Caused By RFI In Cosmological HI 21CM Observations
- Measurements of one-point statistics in 21 cm intensity maps via foreground avoidance strategy
- Aliasing from Galactic Plane Setting in Widefield Radio Interferometry
- Elucidating Dark Energy with Future 21 cm Observations at the Epoch of Reionization
- Simulated Predictions for HI at with the Ooty Wide Field Array (OWFA) -- II: Foreground Avoidance
- The Tracking Tapered Gridded Estimator (TTGE) for the power spectrum from drift scan observations
- The Effect of Interplanetary Scintillation on Epoch of Reionisation Power Spectra
- Characterizing Beam Errors for Radio Interferometric Observations of Reionization
- Understanding spectral artefacts in SKA-LOW 21-cm cosmology experiments: the impact of cable reflections
- 21 cm Intensity Mapping with the DSA-2000
- Simulations of primary beam effects on the cosmic bispectrum phase observed with the Hydrogen Epoch of Reionization Array
- Field-level Reconstruction from Foreground-Contaminated 21-cm Maps
- Synthetic Observations with the Square Kilometre Array (SKA) -- development towards an end-to-end pipeline
- Exploring One-point Statistics in HERA Phase I Data: Effects of Foregrounds and Systematics on Measuring One-Point Statistics
- Primary Beam Chromaticity in HIRAX: I. Characterization from Simulations and Power Spectrum Implications
- Calibration requirement for Epoch of Reionization 21-cm signal observation -- III. Bias and variance in uGMRT ELAIS-N1 field power spectrum
- An Alcock-Paczynski Test on Reionization Bubbles for Cosmology
- A Monte Carlo Implementation of Galactic Free-Free Emission for the EoR Foreground Models
- Establishing a relationship between the cosmological 21 cm power spectrum and interferometric closure phases
- Beyond the Power Spectrum: A New Framework for Non-Stationary Fields with Applications to Light-Cone Effects in Line Intensity Mapping
- The Correlation Calibration of PAPER-64 data