Global 21cm signal experiments: A designer's guide
arXiv:1211.3743 · doi:10.1103/PhysRevD.87.043002
Abstract
[Abridged] The spatially averaged global spectrum of the redshifted 21cm line has generated much experimental interest, for it is potentially a direct probe of the Epoch of Reionization and the Dark Ages. Since the cosmological signal here has a purely spectral signature, most proposed experiments have little angular sensitivity. This is worrisome because with only spectra, the global 21cm signal can be difficult to distinguish from foregrounds such as Galactic synchrotron radiation, as both are spectrally smooth and the latter is orders of magnitude brighter. We establish a mathematical framework for global signal data analysis in a way that removes foregrounds optimally, complementing spectra with angular information. We explore various experimental design trade-offs, and find that 1) with spectral-only methods, it is impossible to mitigate errors that arise from uncertainties in foreground modeling; 2) foreground contamination can be significantly reduced for experiments with fine angular resolution; 3) most of the statistical significance in a positive detection during the Dark Ages comes from a characteristic high-redshift trough in the 21cm brightness temperature; and 4) Measurement errors decrease more rapidly with integration time for instruments with fine angular resolution. We show that if observations and algorithms are optimized based on these findings, an instrument with a 5 degree beam can achieve highly significant detections (greater than 5-sigma) of even extended (high Delta-z) reionization scenarios after integrating for 500 hrs. This is in contrast to instruments without angular resolution, which cannot detect gradual reionization. Abrupt ionization histories can be detected at the level of 10-100's of sigma. The expected errors are also low during the Dark Ages, with a 25-sigma detection of the expected cosmological signal after only 100 hrs of integration.
34 pages, 30 figures. Replaced (v2) to match accepted PRD version (minor pedagogical additions to text; methods, results, and conclusions unchanged). Fixed two typos (v3); text, results, conclusions etc. completely unchanged
References in corpus (18)
- Cosmology at Low Frequencies: The 21 cm Transition and the High-Redshift Universe
- The Global 21 Centimeter Background from High Redshifts
- How accurately can 21 cm tomography constrain cosmology?
- 21 cm fluctuations from inhomogeneous X-ray heating before reionization
- Foreground simulations for the LOFAR - Epoch of Reionization Experiment
- A lower limit of dz > 0.06 for the duration of the reionization epoch
- Evolution of the 21 cm signal throughout cosmic history
- A Method for 21cm Power Spectrum Estimation in the Presence of Foregrounds
- The 21cm angular-power spectrum from the dark ages
- An Improved Method for 21cm Foreground Removal
- Power spectrum extraction for redshifted 21-cm epoch of reionization experiments: the LOFAR case
- Non-parametric foreground subtraction for 21cm epoch of reionization experiments
- Will point sources spoil 21 cm tomography?
- De-contamination of cosmological 21-cm maps
- The Difference PDF of 21-cm Fluctuations: A Powerful Statistical Tool for Probing Cosmic Reionization
- Background reionization history from omniscopes
- Measuring the Redshift of Reionization with a Modest Array of Low-Frequency Dipoles
- Planck and reionization history: a model selection view
Cited by in corpus (59)
- The Epoch of Reionization Window: I. Mathematical Formalism
- Enhanced global signal of neutral hydrogen due to excess radiation at cosmic dawn
- Data Analysis for Precision 21 cm Cosmology
- The Global 21-cm Signal in the Context of the High-z Galaxy Luminosity Function
- Bayesian constraints on the global 21-cm signal from the Cosmic Dawn
- First results on the Epoch of Reionization from First Light with SARAS 2
- Results from EDGES High-Band: I. Constraints on Phenomenological Models for the Global cm Signal
- Probing the Small-Scale Matter Power Spectrum with Large-Scale 21-cm Data
- Calibration of the EDGES High-Band Receiver to Observe the Global 21-cm Signature from the Epoch of Reionization
- Chromatic effects in the 21 cm global signal from the cosmic dawn
- Interpreting the Global 21-cm Signal from High Redshifts. II. Parameter Estimation for Models of Galaxy Formation
- Constraining cosmology and ionization history with combined 21 cm power spectrum and global signal measurements
- Unique Signatures of Population III Stars in the Global 21-cm Signal
- Inflation and Early Dark Energy with a Stage II Hydrogen Intensity Mapping Experiment
- A Space-Based Observational Strategy for Characterizing the First Stars and Galaxies Using the Redshifted 21-cm Global Spectrum
- Distinguishing models of reionization using future radio observations of 21-cm 1-point statistics
- Measuring the Cosmological 21 cm Monopole with an Interferometer
- Formulating and critically examining the assumptions of global 21-cm signal analyses: How to avoid the false troughs that can appear in single spectrum fits
- Erasing the variable: Empirical foreground discovery for global 21 cm spectrum experiments
- Parametrizations of the global 21-cm signal and parameter estimation from single-dipole experiments
- Modeling the Radio Foreground for detection of CMB spectral distortions from Cosmic Dawn and Epoch of Reionization
- Assessment of the Projection-induced Polarimetry Technique for Constraining the Foreground Spectrum in Global 21 cm Cosmology
- Global 21-cm signal extraction from foreground and instrumental effects III: Utilizing drift-scan time dependence and full Stokes measurements
- Global 21-cm signal extraction from foreground and instrumental effects IV: Accounting for realistic instrument uncertainties and their overlap with foreground and signal models
- Probing patchy reionization through tau-21cm correlation statistics
- A Bayesian approach to modelling spectrometer data chromaticity corrected using beam factors -- I. Mathematical formalism
- 21cmfish: Fisher-matrix framework for fast parameter forecasts from the cosmic 21-cm signal
- Selection between foreground models for global 21-cm experiments
- The Wouthuysen Field Absorption Trough in Cosmic Strings Wakes
- The Dark Ages of the Universe and Hydrogen Reionization
- Constraining coupled quintessence with the 21cm signal
- Cosmic Variance of the 21-cm Global Signal
- Simulating the Detection of the Global 21 cm Signal with MIST for Different Models of the Soil and Beam Directivity
- A General Bayesian Framework to Account for Foreground Map Errors in Global 21-cm Experiments
- Exploring the cosmic dawn and epoch of reionization with 21cm line
- Current constraints on early and stressed dark energy models and future 21 cm perspectives
- Physics Beyond The Standard Model with Circular Polarization in the CMB and CMB-21cm Cross-Correlation
- A polarimetric approach for constraining the dynamic foreground spectrum for cosmological global 21-cm measurements
- Dipole of the Epoch of Reionization 21-cm signal
- Joint constraints on reionization: a framework for combining the global 21cm signal and the kinetic Sunyaev-Zel'dovich effect
- Bayesian evidence-driven diagnosis of instrumental systematics for sky-averaged 21-cm cosmology experiments
- Simulation-Based Inference of the sky-averaged 21-cm signal from CD-EoR with REACH
- Bayesian evidence-driven likelihood selection for sky-averaged 21-cm signal extraction
- A practical theorem on using interferometry to measure the global 21-cm signal
- Direction-dependent effects on global 21-cm detection
- Direct Parameter Inference from Global EoR Signal with Bayesian Statistics
- Analyzing the 21cm forest with Wavelet Scattering Transform: Insight into non-Gaussian features of the 21cm forest
- Constraining a Model of the Radio Sky Below 6 MHz Using the Parker Solar Probe/FIELDS Instrument in Preparation for Upcoming Lunar-based Experiments
- A Bayesian approach to modelling spectrometer data chromaticity corrected using beam factors -- II. Model priors and posterior odds
- Probing the physics and history of cosmic reionization with the Sunyaev-Zel'dovich Effect
- On Measuring the 21 cm Global Spectrum of the Cosmic Dawn with an Interferometer Array
- Measuring the 21 cm Global Brightness Temperature Spectrum During the Dark Ages with the SCI-HI Experiment
- Challenges and prospects for better measurements of the CMB intensity spectrum
- The Bayesian Global Sky Model (B-GSM): Validation of a Data Driven Bayesian Simultaneous Component Separation and Calibration Algorithm for EoR Foreground Modelling
- An Alcock-Paczynski Test on Reionization Bubbles for Cosmology
- An Instrument Error Budget for Space-Based Absolute Flux Measurements of the Sky Synchrotron Spectrum Below 20 MHz
- Beyond the Power Spectrum: A New Framework for Non-Stationary Fields with Applications to Light-Cone Effects in Line Intensity Mapping
- Nonlinear reconstruction of 21cm global signal from 21cm power spectrum with artificial neural networks
- Optimizing Foreground Modelling for Global 21cm Cosmology with GPU-Accelerated Nested Sampling