Twenty-one centimeter tomography with foregrounds
arXiv:astro-ph/0501081 · doi:10.1086/506597
Abstract
Twenty-one centimeter tomography is emerging as a powerful tool to explore the end of the cosmic dark ages and the reionization epoch, but it will only be as good as our ability to accurately model and remove astrophysical foreground contamination. Previous treatments of this problem have focused on the angular structure of the signal and foregrounds and what can be achieved with limited spectral resolution (bandwidths in the 1 MHz range). In this paper we introduce and evaluate a ``blind'' method to extract the multifrequency 21cm signal by taking advantage of the smooth frequency structure of the Galactic and extragalactic foregrounds. We find that 21 cm tomography is typically limited by foregrounds on scales Mpc and limited by noise on scales Mpc, provided that the experimental bandwidth can be made substantially smaller than 0.1 MHz. Our results show that this approach is quite promising even for scenarios with rather extreme contamination from point sources and diffuse Galactic emission, which bodes well for upcoming experiments such as LOFAR, MWA, PAST, and SKA.
10 pages, 6 figures. Revised version including various cases with high noise level. Major conclusions unchanged. Accepted for publication in ApJ
References in corpus (38)
- First Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Determination of Cosmological Parameters
- Cosmological parameters from SDSS and WMAP
- Cosmological parameter analysis including SDSS Ly-alpha forest and galaxy bias: constraints on the primordial spectrum of fluctuations, neutrino mass, and dark energy
- First Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Foreground Emission
- Wilkinson Microwave Anisotropy Probe (WMAP) First Year Observations: TE Polarization
- A high resolution foreground cleaned CMB map from WMAP
- 21 Centimeter Fluctuations from Cosmic Gas at High Redshifts
- Measuring the Small-Scale Power Spectrum of Cosmic Density Fluctuations Through 21 cm Tomography Prior to the Epoch of Structure Formation
- Foregrounds and Forecasts for the Cosmic Microwave Background
- Multifrequency analysis of 21 cm fluctuations from the Era of Reionization
- Detecting the Earliest Galaxies Through Two New Sources of 21cm Fluctuations
- A Method for Separating the Physics from the Astrophysics of High-Redshift 21cm Fluctuations
- Radio Signatures of HI at High Redshift: Mapping the End of the ``Dark Ages''
- Probing Beyond the Epoch of Hydrogen Reionization with 21 Centimeter Radiation
- Toward Epoch of Reionization Measurements with Wide-Field Radio Observations
- Fossil HII Regions: Self-Limiting Star Formation at High Redshift
- The Reionization History at High Redshifts I: Physical Models and New Constraints from CMB Polarization
- Radio Foregrounds for the 21cm Tomography of the Neutral Intergalactic Medium at High Redshifts
- Statistical Probes of Reionization With 21 cm Tomography
- On the Direct Detectability of the Cosmic Dark Ages: 21-cm Emission from Minihalos
- HI 21cm absorption beyond the epoch of re-ionization
- Small-scale CMB Temperature and Polarization Anisotropies due to Patchy Reionization
- Power Spectrum Sensitivity and the Design of Epoch of Reionization Observatories
- The Sensitivity of First Generation Epoch of Reionization Observatories and Their Potential for Differentiating Theoretical Power Spectra
- Redshifted 21 cm Emission From the Pre-Reionization Era I. Mean Signal and Linear Fluctuations
- Improving Foreground Subtraction in Statistical Observations of 21 cm Emission from the Epoch of Reionization
- A Size of ~10 Mpc for the Ionized Bubbles at the End of Cosmic Reionization
- The 21 centimeter emission from the reionization epoch: extended and point source foregrounds
- Nonlinear clustering during the cosmic Dark Ages and its effect on the 21-cm background from minihalos
- Observing the Reionization Epoch Through 21 Centimeter Radiation
- The Reionization History at High Redshifts II: Estimating the Optical Depth to Thomson Scattering from CMB Polarization
- Full Sky Study of Diffuse Galactic Emission at Decimeter Wavelengths
- Multi-frequency polarimetry of the Galactic radio background around 350 MHz: I. A region in Auriga around l = 161, b = 16
- Redshifted 21cm Signatures Around the Highest Redshift Quasars
- Observations of HI 21cm absorption by the neutral IGM during the epoch of re-ionization with the Square Kilometer Array
- LOFAR: A new radio telescope for low frequency radio observations: Science and project status
- Redshift distortions in one-dimensional power spectra
- CMB Signatures of Extended Reionization
Cited by in corpus (136)
- 21-cm cosmology
- A model of diffuse Galactic Radio Emission from 10 MHz to 100 GHz
- Reionization and Cosmology with 21 cm Fluctuations
- Cosmological Parameter Estimation Using 21 cm Radiation from the Epoch of Reionization
- Reionization and the Cosmic Dawn with the Square Kilometre Array
- Late-time cosmology with 21cm intensity mapping experiments
- How accurately can 21 cm tomography constrain cosmology?
- The Epoch of Reionization Window: I. Mathematical Formalism
- Foreground simulations for the LOFAR - Epoch of Reionization Experiment
- PAPER-64 Constraints on Reionization: The 21cm Power Spectrum at z=8.4
- Data Analysis for Precision 21 cm Cosmology
- The Epoch of Reionization Window: II. Statistical Methods for Foreground Wedge Reduction
- Overcoming real-world obstacles in 21 cm power spectrum estimation: A method demonstration and results from early Murchison Widefield Array data
- The GMRT-EoR Experiment: A new upper limit on the neutral hydrogen power spectrum at z~8.6
- Foreground Contamination in Interferometric Measurements of the Redshifted 21 cm Power Spectrum
- A Method for 21cm Power Spectrum Estimation in the Presence of Foregrounds
- Foreground Removal using FastICA: A Showcase of LOFAR-EoR
- Blind foreground subtraction for intensity mapping experiments
- The Fast Fourier Transform Telescope
- Measuring the 3D Clustering of Undetected Galaxies Through Cross Correlation of their Cumulative Flux Fluctuations from Multiple Spectral Lines
- Realistic Simulations of the Galactic Polarized Foreground: Consequences for 21-cm Reionization Detection Experiments
- The Scale of the Problem : Recovering Images of Reionization with GMCA
- An Improved Method for 21cm Foreground Removal
- Foregrounds for redshifted 21 cm studies of reionization: GMRT 153 MHz observations
- Foregrounds for observations of the cosmological 21 cm line: II. Westerbork observations of the fields around 3C196 and the North Celestial Pole
- The multi-frequency angular power spectrum of the epoch of reionization 21 cm signal
- The Impact of Modeling Errors on Interferometer Calibration for 21 cm Power Spectra
- A ground-based 21cm Baryon acoustic oscillation survey
- Non-parametric foreground subtraction for 21cm epoch of reionization experiments
- The effect of foreground subtraction on cosmological measurements from Intensity Mapping
- How well can we measure and understand foregrounds with 21 cm experiments?
- A 189 MHz, 2400 square degree polarization survey with the Murchison Widefield Array 32-element prototype
- Intensity Mapping of Lyman-alpha Emission During the Epoch of Reionization
- The Fundamental Multi-Baseline Mode-Mixing Foreground in 21 cm EoR Observations
- Confirmation of Wide-Field Signatures in Redshifted 21 cm Power Spectra
- Intensity mapping of [CII] from early galaxies
- Extending cosmological tests of General Relativity with the Square Kilometre Array
- Will point sources spoil 21 cm tomography?
- De-contamination of cosmological 21-cm maps
- Probing reionization with LOFAR using 21-cm redshift space distortions
- Interpreting the unresolved intensity of cosmologically redshifted line radiation
- Systematic Effects of Foreground Removal in 21cm Surveys of Reionization
- A User's Guide to Extracting Cosmological Information from Line-Intensity Maps
- 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
- Fast simulations for intensity mapping experiments
- Improved foreground removal in GMRT 610 MHz observations towards redshifted 21-cm tomography
- The Impact of a Percolating IGM on Redshifted 21 cm Observations of Quasar HII Regions
- A Fast Method for Power Spectrum and Foreground Analysis for 21 cm Cosmology
- SKAO HI Intensity Mapping: Blind Foreground Subtraction Challenge
- Lensing Reconstruction using redshifted 21cm Fluctuations
- Constraining cosmology and ionization history with combined 21 cm power spectrum and global signal measurements
- Imaging the redshifted 21-cm pattern around the first sources during the cosmic dawn using the SKA
- deep21: a Deep Learning Method for 21cm Foreground Removal
- The Cross-Correlation of High-Redshift 21 cm and Galaxy Surveys
- Forecasted 21 cm constraints on compensated isocurvature perturbations
- Distinguishing models of reionization using future radio observations of 21-cm 1-point statistics
- Demonstrating the Feasibility of Line Intensity Mapping Using Mock Data of Galaxy Clustering from Simulations
- Spherical Harmonic Analyses of Intensity Mapping Power Spectra
- Constraints on Fundamental Cosmological Parameters with Upcoming Redshifted 21 cm Observations
- GMRT observation towards detecting the Post-reionization 21-cm signal
- Cosmological constraints from 21cm surveys after reionization
- The impact of spin temperature fluctuations on the 21-cm moments
- Recovering the Wedge Modes Lost to 21-cm Foregrounds
- Polarised foreground removal at low radio frequencies using rotation measure synthesis: uncovering the signature of hydrogen reionisation
- Separating the EoR Signal with a Convolutional Denoising Autoencoder: A Deep-learning-based Method
- Subtraction of point sources from interferometric radio images through an algebraic forward modeling scheme
- Strategies to Detect Dark-Matter Decays with Line-Intensity Mapping
- Multitracer cosmological line intensity mapping mock lightcone simulation
- Prospects of observing a quasar HII region during the Epoch of Reionization with redshifted 21cm
- Cosmic (super)string constraints from 21 cm radiation
- Studying high-z galaxies with [CII] intensity mapping
- 21 cm intensity mapping with the Five hundred metre Aperture Spherical Telescope
- Bayesian semi-blind component separation for foreground removal in interferometric 21-cm observations
- The degeneracy between primordial non-Gaussianity and foregrounds in 21cm intensity mapping experiments
- 21-cm signature of the first sources in the Universe: Prospects of detection with SKA
- Signatures of clumpy dark matter in the global 21 cm background signal
- Array Element Coupling in Radio Interferometry I: A Semi-Analytic Approach
- The Spin-Resolved Atomic Velocity Distribution and 21-cm Line Profile of Dark-Age Gas
- Subtraction of Bright Point Sources from Synthesis Images of the Epoch of Reionization
- Probing high-redshift galaxies with Ly intensity mapping
- Detecting the radiative decay of the cosmic neutrino background with line-intensity mapping
- Exploring the Cosmic Reionization Epoch in Frequency Space: An Improved Approach to Remove the Foreground in 21 cm Tomography
- Probing patchy reionization through tau-21cm correlation statistics
- Coupling parsec and gigaparsec scales: primordial non-Gaussianity with multi-tracer intensity mapping
- Canceling out intensity mapping foregrounds
- Detecting the 21 cm Forest in the 21 cm Power Spectrum
- Prospects for measuring dark energy with 21 cm intensity mapping experiments
- Deep learning approach for identification of HII regions during reionization in 21-cm observations -- II. foreground contamination
- A Bayesian analysis of redshifted 21-cm HI signal and foregrounds: Simulations for LOFAR
- How to Identify and Separate Bright Galaxy Clusters from the Low-frequency Radio Sky?
- Evolution of the Milky Way in Semi-Analytic Models: Detecting Cold Gas at z=3 with ALMA and SKA
- 21cm Signal Recovery via the Robust Principle Component Analysis
- An HI intensity mapping survey with a Phased Array Feed
- Identifying Ionized Regions in Noisy Redshifted 21 cm Data Sets
- Statistical recovery of the BAO scale from multipoles of the beam-convolved 21cm correlation function
- A Semi-blind PCA-based Foreground Subtraction Method for 21 cm Intensity Mapping
- Deep-Learning Study of the 21cm Differential Brightness Temperature During the Epoch of Reionization
- Forecasts and Statistical Insights for Line Intensity Mapping Cross-Correlations: A Case Study with 21cm x [CII]
- Signatures of the Baryon Acoustic Oscillations on 21cm Emission Background
- Extracting the Signal of Cosmic String Wakes from 21-cm Observations
- The effect of Galactic foreground subtraction on redshifted 21-cm observations of quasar HII regions
- Subtracting Foregrounds from Interferometric Measurements of the Redshifted 21 cm Emission
- Mapping the low surface brightness Universe in the UV band with Lya emission from IGM filaments
- The structure function of Galactic \HI opacity fluctuations on AU scales based on MERLIN, VLA and VLBA data
- Observational challenges in Ly-alpha intensity mapping
- Dark ages reionization & galaxy formation simulation XII: Bubbles at dawn
- Recovering 21-cm signal from simulated FAST intensity maps
- Detecting primordial gravitational waves with circular polarization of the redshifted 21 cm line: I. Formalism
- The Application of Continuous Wavelet Transform Based Foreground Subtraction Method in 21 cm Sky Surveys
- The precision and accuracy of early Epoch of Reionization foreground models: comparing MWA and PAPER 32-antenna source catalogs
- Non-Gaussianity of diffuse Galactic synchrotron emission at 408 MHz
- Detecting primordial gravitational waves with circular polarization of the redshifted 21 cm line: II. Forecasts
- 21-cm foreground removal using AI and frequency-difference technique
- Impact of extragalactic point sources on the low-frequency sky spectrum and cosmic dawn global 21-cm measurements
- Clustering at 74 MHz
- Empowering line intensity mapping to study early galaxies
- Sensitivity of Bayesian 21 cm power spectrum estimation to foreground model errors
- Measuring the reionization 21 cm fluctuations using clustering wedges
- Design, operation and performance of the PAON4 prototype transit interferometer
- Influence of synchrotron self-absorption on the 21cm experiments
- Reconstructing the Long-wavelength Matter Density Fluctuation Modes from the Scalar-Type Clustering Fossils
- Prospects for cosmological research with the FAST array: 21-cm intensity mapping survey observation strategies
- Bias-Limited Extraction of Cosmological Parameters
- Lensing of 21cm Absorption "Halos" of 20-30 First Galaxies
- A simulation experiment of a pipeline based on machine learning for neutral hydrogen intensity mapping surveys
- External Calibrator in Global Signal Experiment for Detection of the Epoch of Reionization
- Extracting 21cm signal by frequency and angular filtering
- A semi-cosmographic approach to study cosmological evolution in phase space
- Observing high redshift galaxy clusters through lensing of the Ostriker-Vishniac effect
- HI Intensity Mapping cross-correlation with thermal SZ fluctuations: forecasted cosmological parameters estimation for FAST and Planck
- It's Always Darkest Before the Cosmic Dawn: Early Results from Novel Tools and Telescopes for 21 cm Cosmology
- Probing dark energy using anisotropies in the clustering of post-EoR HI distribution
- Foreground Subtraction with a Tensor-Based Oriented Singular Value Decomposition Method for HI Experiments
- Probing the large-scale structure with 21cm-galaxy cross-bispectrum: Estimates from simulations and forecasts for upcoming cosmological surveys
- The Correlation Calibration of PAPER-64 data