Mitigating Internal Instrument Coupling II: A Method Demonstration with the Hydrogen Epoch of Reionization Array
arXiv:1909.11733 · doi:10.3847/1538-4357/ab5e8a
Abstract
We present a study of internal reflection and cross coupling systematics in Phase I of the Hydrogen Epoch of Reionization Array (HERA). In a companion paper, we outlined the mathematical formalism for such systematics and presented algorithms for modeling and removing them from the data. In this work, we apply these techniques to data from HERA's first observing season as a method demonstration. The data show evidence for systematics that, without removal, would hinder a detection of the 21 cm power spectrum for the targeted EoR line-of-sight modes in the range 0.2 < k_parallel < 0.5\ h^-1 Mpc. After systematic removal, we find we can recover these modes in the power spectrum down to the integrated noise-floor of a nightly observation, achieving a dynamic range in the EoR window of 10^-6 in power (mK^2 units) with respect to the bright galactic foreground signal. In the absence of other systematics and assuming the systematic suppression demonstrated here continues to lower noise levels, our results suggest that fully-integrated HERA Phase I may have the capacity to set competitive upper limits on the 21 cm power spectrum. For future observing seasons, HERA will have upgraded analog and digital hardware to better control these systematics in the field.
Submitted to ApJ
References in corpus (48)
- Astropy: A Community Python Package for Astronomy
- Planck 2015 results. XIII. Cosmological parameters
- Cosmology at Low Frequencies: The 21 cm Transition and the High-Redshift Universe
- Hydrogen Epoch of Reionization Array (HERA)
- The First Galaxies
- A model of diffuse Galactic Radio Emission from 10 MHz to 100 GHz
- The Precision Array for Probing the Epoch of Reionization: 8 Station Results
- What Next-Generation 21 cm Power Spectrum Measurements Can Teach Us About the Epoch of Reionization
- Reionization and the Cosmic Dawn with the Square Kilometre Array
- A simulation calibrated limit on the HI power spectrum from the GMRT Epoch of Reionization experiment
- A Per-Baseline, Delay-Spectrum Technique for Accessing the 21cm Cosmic Reionization Signature
- Four Fundamental Foreground Power Spectrum Shapes for 21 cm Cosmology Observations
- Upper limits on the 21-cm Epoch of Reionization power spectrum from one night with LOFAR
- The Epoch of Reionization Window: I. Mathematical Formalism
- New Limits on 21cm EoR From PAPER-32 Consistent with an X-Ray Heated IGM at z=7.7
- 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
- A Sensitivity and Array-Configuration Study for Measuring the Power Spectrum of 21cm Emission from Reionization
- Overcoming real-world obstacles in 21 cm power spectrum estimation: A method demonstration and results from early Murchison Widefield Array data
- Opening the 21cm EoR Window: Measurements of Foreground Isolation with PAPER
- First Season MWA EoR Power Spectrum Results at Redshift 7
- The Baryon Acoustic Oscillation Broadband and Broad-beam Array: Design Overview and Sensitivity Forecasts
- Foregrounds in Wide-Field Redshifted 21 cm Power Spectra
- A simplified, lossless re-analysis of PAPER-64
- Improving the Epoch of Reionization Power Spectrum Results from Murchison Widefield Array Season 1 Observations
- The 21 cm Power Spectrum from the Cosmic Dawn: First Results from the OVRO-LWA
- Emulating Simulations of Cosmic Dawn for 21cm Power Spectrum Constraints on Cosmology, Reionization, and X-ray Heating
- The first power spectrum limit on the 21-cm signal of neutral hydrogen during the Cosmic Dawn at z=20-25 from LOFAR
- First Limits on the 21 cm Power Spectrum during the Epoch of X-ray heating
- Calibration of Low-Frequency, Wide-Field Radio Interferometers Using Delay/Delay-Rate Filtering
- Multi-redshift limits on the 21cm power spectrum from PAPER
- A Scalable Correlator Architecture Based on Modular FPGA Hardware, Reuseable Gateware, and Data Packetization
- Mitigating Internal Instrument Coupling for 21 cm Cosmology I: Temporal and Spectral Modeling in Simulations
- Effects of Antenna Beam Chromaticity on Redshifted 21~cm Power Spectrum and Implications for Hydrogen Epoch of Reionization Array
- Redundant Array Configurations for 21 cm Cosmology
- Characterizing Signal Loss in the 21 cm Reionization Power Spectrum: A Revised Study of PAPER-64
- Understanding the Diversity of 21 cm Cosmology Analyses
- The Hydrogen Epoch of Reionization Array Dish I: Beam Pattern Measurements and Science Implications
- Constraining cosmology and ionization history with combined 21 cm power spectrum and global signal measurements
- The impact of interference excision on 21-cm Epoch of Reionization power spectrum analyses
- Constraining High Redshift X-ray Sources with Next Generation 21 cm Power Spectrum Measurements
- Optimizing Sparse RFI Prediction using Deep Learning
- Calibration artefacts in radio interferometry. I. Ghost sources in WSRT data
- The Hydrogen Epoch of Reionization Array Dish II: Characterization of Spectral Structure with Electromagnetic Simulations and its science Implications
- Quantifying Suppression of the Cosmological 21-cm Signal due to Direction Dependent Gain Calibration in Radio Interferometers
- The HERA-19 Commissioning Array: Direction Dependent Effects
- Fundamental uncertainty levels of 21cm power spectra from a delay analysis
- The Hydrogen Epoch of Reionization Array Dish III: Measuring Chromaticity of Prototype Element with Reflectometry
Cited by in corpus (59)
- Improved upper limits on the 21-cm signal power spectrum of neutral hydrogen at from LOFAR
- Data Analysis for Precision 21 cm Cosmology
- First Results from HERA Phase I: Upper Limits on the Epoch of Reionization 21 cm Power Spectrum
- Improved Constraints on the 21 cm EoR Power Spectrum and the X-Ray Heating of the IGM with HERA Phase I Observations
- HERA Phase I Limits on the Cosmic 21-cm Signal: Constraints on Astrophysics and Cosmology During the Epoch of Reionization
- Redundant-Baseline Calibration of the Hydrogen Epoch of Reionization Array
- Gaussian Process Foreground Subtraction and Power Spectrum Estimation for 21 cm Cosmology
- The Tianlai Dish Pathfinder Array: design, operation and performance of a prototype transit radio interferometer
- A 21-cm power spectrum at 48 MHz, using the Owens Valley Long Wavelength Array
- DAYENU: A Simple Filter of Smooth Foregrounds for Intensity Mapping Power Spectra
- Understanding the HERA Phase I receiver system with simulations and its impact on the detectability of the EoR delay power spectrum
- Absolute Calibration Strategies for the Hydrogen Epoch of Reionization Array and Their Impact on the 21 cm Power Spectrum
- Hydrogen Epoch of Reionization Array (HERA) Phase II Deployment and Commissioning
- Array Element Coupling in Radio Interferometry I: A Semi-Analytic Approach
- Quantifying Excess Power from Radio Frequency Interference in Epoch of Reionization Measurements
- Foreground modelling via Gaussian process regression: an application to HERA data
- New EoR Power Spectrum Limits From MWA Phase II Using the Delay Spectrum Method and Novel Systematic Rejection
- Design of the New Wideband Vivaldi Feed for the HERA Radio-Telescope Phase II
- Validation of the HERA Phase I Epoch of Reionization 21 cm Power Spectrum Software Pipeline
- Deeper multi-redshift upper limits on the Epoch of Reionization 21-cm signal power spectrum from LOFAR between z=8.3 and z=10.1
- Detection of Cosmic Structures using the Bispectrum Phase. II. First Results from Application to Cosmic Reionization Using the Hydrogen Epoch of Reionization Array
- Statistical analysis of the causes of excess variance in the 21 cm signal power spectra obtained with the Low-Frequency Array
- The Impact of Beam Variations on Power Spectrum Estimation for 21-cm Cosmology I: Simulations of Foreground Contamination for HERA
- The Electromagnetic Characteristics of the Tianlai Cylindrical Pathfinder Array
- Evidence of Ultra-faint Radio Frequency Interference in Deep 21~cm Epoch of Reionization Power Spectra with the Murchison Widefield Array
- Methods of Error Estimation for Delay Power Spectra in Cosmology
- On the use of temporal filtering for mitigating galactic synchrotron calibration bias in 21 cm reionization observations
- Packed Ultra-wideband Mapping Array (PUMA): Astro2020 RFI Response
- Impact of instrument and data characteristics in the interferometric reconstruction of the 21 cm power spectrum
- Constraints on the state of the IGM at using redshifted 21-cm observations with LOFAR
- Reflections and Standing Waves on the Tianlai Cylinder Array
- SKA-Low Intensity Mapping Pathfinder Updates: Deeper 21 cm Power Spectrum Limits from Improved Analysis Frameworks
- Characterization Of Inpaint Residuals In Interferometric Measurements of the Epoch Of Reionization
- Detections of 21-cm absorption with a blind FAST survey at z 0.09
- Improved upper limits on the 21-cm signal power spectrum at and from an optimal field observed with NenuFAR
- Estimating the Feasibility of 21cm-Ly Synergies using the Hydrogen Epoch of Reionization Array
- Direct Optimal Mapping for 21cm Cosmology: A Demonstration with the Hydrogen Epoch of Reionization Array
- Probing the intergalactic medium during the Epoch of Reionization using 21-cm signal power spectra
- Effects of model incompleteness on the drift-scan calibration of radio telescopes
- Searching for dark energy in the matter-dominated era
- Near-field imaging of local interference in radio interferometric data: Impact on the redshifted 21 cm power spectrum
- Detecting galaxy-21-cm cross-correlation during reionization
- First upper limits on the 21-cm signal power spectrum of neutral hydrogen at from the LOFAR 3C196 field
- A Differentiable, End-to-End Forward Model for 21 cm Cosmology: Estimating the Foreground, Instrument, and Signal Joint Posterior
- Search for the Epoch of Reionisation with HERA: Upper Limits on the Closure Phase Delay Power Spectrum
- Sensitivity of Bayesian 21 cm power spectrum estimation to foreground model errors
- Automated Detection of Antenna Malfunctions in Large-N Interferometers: A Case Study with the Hydrogen Epoch of Reionization Array
- Probing the Epoch of Reionization using synergies of line intensity mapping
- Understanding spectral artefacts in SKA-LOW 21-cm cosmology experiments: the impact of cable reflections
- Strategy for mitigation of systematics for EoR experiments with the Murchison Widefield Array
- The Statistics of Negative Power Spectrum Systematics in some 21 cm Analyses
- Bayesian jackknife tests with a small number of subsets: Application to HERA 21cm power spectrum upper limits
- Low-cost, Low-loss, Ultra-wideband Compact Feed for Interferometric Radio Telescopes
- Exploring One-point Statistics in HERA Phase I Data: Effects of Foregrounds and Systematics on Measuring One-Point Statistics
- The impact of lunar topography on the 21-cm power spectrum for grid-based arrays : Insights for the Dark-ages EXplorer (DEX)
- Power spectrum multipoles and clustering wedges during the Epoch of Reionization
- The Effects of the Local Environment on a Compact Radio Interferometer I: Cross-coupling in the Tianlai Dish Pathfinder Array
- A Real Time Processing System for Big Data in Astronomy: Applications to HERA
- Mitigating incoherent excess variance in high-redshift 21 cm observations with multi-output cross-Gaussian process regression