Quantifying Excess Power from Radio Frequency Interference in Epoch of Reionization Measurements
arXiv:2004.07819 · doi:10.1093/mnras/staa2442
Abstract
We quantify the effect of radio frequency interference (RFI) on measurements of the 21-cm power spectrum during the Epoch of Reionization (EoR). Specifically, we investigate how the frequency structure of RFI source emission generates contamination in higher-order wave modes that is much more problematic than smooth-spectrum foreground sources. Using a relatively optimistic EoR model, we find that even a single relatively dim RFI source can overwhelm the EoR power spectrum signal of for modes . If total apparent RFI flux density in the final power spectrum integration is kept below 1 mJy, an EoR signal resembling this optimistic model should be detectable for modes , given no other systematic contaminants and an error tolerance as high as 10%. More pessimistic models will be more restrictive. These results emphasize the need for highly effective RFI mitigation strategies for telescopes used to search for the EoR.
References in corpus (55)
- HEALPix -- a Framework for High Resolution Discretization, and Fast Analysis of Data Distributed on the Sphere
- LOFAR: The LOw-Frequency ARray
- Cosmology at Low Frequencies: The 21 cm Transition and the High-Redshift Universe
- The Murchison Widefield Array: the Square Kilometre Array Precursor at low radio frequencies
- 21cmFAST: A Fast, Semi-Numerical Simulation of the High-Redshift 21-cm Signal
- Hydrogen Epoch of Reionization Array (HERA)
- GaLactic and Extragalactic All-sky Murchison Widefield Array (GLEAM) survey I: A low-frequency extragalactic catalogue
- Reionization and Cosmology with 21 cm Fluctuations
- The Precision Array for Probing the Epoch of Reionization: 8 Station Results
- A morphological algorithm for improving radio-frequency interference detection
- Bright Source Subtraction Requirements For Redshifted 21 cm Measurements
- Reionization and the Cosmic Dawn with the Square Kilometre Array
- A Per-Baseline, Delay-Spectrum Technique for Accessing the 21cm Cosmic Reionization Signature
- Four Fundamental Foreground Power Spectrum Shapes for 21 cm Cosmology Observations
- Improved upper limits on the 21-cm signal power spectrum of neutral hydrogen at from LOFAR
- Upper limits on the 21-cm Epoch of Reionization power spectrum from one night with LOFAR
- The Epoch of Reionization Window: I. Mathematical Formalism
- Inferring the astrophysics of reionization and cosmic dawn from galaxy luminosity functions and the 21-cm signal
- Toward Epoch of Reionization Measurements with Wide-Field Radio Observations
- The Phase II Murchison Widefield Array: Design Overview
- Data Analysis for Precision 21 cm Cosmology
- The Epoch of Reionization Window: II. Statistical Methods for Foreground Wedge Reduction
- The impact of point source subtraction residuals on 21 cm Epoch of Reionization estimation
- Calibration Requirements for Detecting the 21 cm Epoch of Reionization Power Spectrum and Implications for the SKA
- The GMRT-EoR Experiment: A new upper limit on the neutral hydrogen power spectrum at z~8.6
- First Season MWA EoR Power Spectrum Results at Redshift 7
- A study of fundamental limitations to statistical detection of redshifted HI from the epoch of reionization
- The low-frequency environment of the Murchison Widefield Array: radio-frequency interference analysis and mitigation
- Improving the Epoch of Reionization Power Spectrum Results from Murchison Widefield Array Season 1 Observations
- The Impact of Modeling Errors on Interferometer Calibration for 21 cm Power Spectra
- Systematic biases in low frequency radio interferometric data due to calibration: the LOFAR EoR case
- Fast Holographic Deconvolution: a new technique for precision radio interferometry
- First Season MWA Phase II EoR Power Spectrum Results at Redshift 7
- The Fundamental Multi-Baseline Mode-Mixing Foreground in 21 cm EoR Observations
- Fundamental Limitations on the Calibration of Redundant 21 cm Cosmology Instruments and Implications for HERA and the SKA
- 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
- Mitigating Internal Instrument Coupling II: A Method Demonstration with the Hydrogen Epoch of Reionization Array
- Understanding Instrumental Stokes Leakage in Murchison Widefield Array Polarimetry
- Absolving the SSINS of Precision Interferometric Radio Data: A New Technique for Mitigating Faint Radio Frequency Interference
- Understanding the Diversity of 21 cm Cosmology Analyses
- Spectral calibration requirements of radio interferometers for Epoch of Reionisation science with the SKA
- The impact of interference excision on 21-cm Epoch of Reionization power spectrum analyses
- Comparing Redundant and Sky Model Based Interferometric Calibration: A First Look with Phase II of the MWA
- Optimizing Sparse RFI Prediction using Deep Learning
- The FHD/ppsilon Epoch of Reionization Power Spectrum Pipeline
- Absolute Calibration Strategies for the Hydrogen Epoch of Reionization Array and Their Impact on the 21 cm Power Spectrum
- The Hydrogen Epoch of Reionization Array Dish II: Characterization of Spectral Structure with Electromagnetic Simulations and its science Implications
- Low Frequency Observations of the Moon with the Murchison Widefield Array
- Calibration and 21-cm Power Spectrum Estimation in the Presence of Antenna Beam Variations
- The effect of baseline layouts on the EoR foreground wedge: a semi-analytical approach
- Measuring the global 21-cm signal with the MWA-I: improved measurements of the Galactic synchrotron background using lunar occultation
- Limits on radio emission from meteors using the MWA
- The brightness and spatial distributions of terrestrial radio sources
- The statistics of low frequency radio interference at the Murchison Radio-astronomy Observatory
Cited by in corpus (19)
- Detection of intended and unintended emissions from Starlink satellites in the SKA-Low frequency range, at the SKA-Low site, with an SKA-Low station analog
- Validation of the HERA Phase I Epoch of Reionization 21 cm Power Spectrum Software Pipeline
- A survey of spatially and temporally resolved radio frequency interference in the FM band at the Murchison Radio-astronomy Observatory
- Statistical recovery of 21cm visibilities and their power spectra with Gaussian constrained realisations and Gibbs sampling
- Statistical analysis of the causes of excess variance in the 21 cm signal power spectra obtained with the Low-Frequency Array
- Evidence of Ultra-faint Radio Frequency Interference in Deep 21~cm Epoch of Reionization Power Spectra with the Murchison Widefield Array
- Exploring the cosmic dawn and epoch of reionization with 21cm line
- Exploring the consequences of chromatic data excision in 21-cm Epoch of Reionization power spectrum observations
- The Role of the Instrumental Response in 21 cm EoR Power Spectrum Gridding Analyses
- SKA-Low Intensity Mapping Pathfinder Updates: Deeper 21 cm Power Spectrum Limits from Improved Analysis Frameworks
- The Growing Impact of Unintended Starlink Broadband Emission on Radio Astronomy in the SKA-Low Frequency Range
- A Low Frequency Blind Survey of the Low Earth Orbit Environment using Non-Coherent Passive Radar with the Murchison Widefield Array
- Broadband Polarized Radio Emission Detected from Starlink Satellites Below 100 MHz with NenuFAR
- Altitude Estimation of Radio Frequency Interference Sources via Interferometric Near Field Corrections
- Automated Detection of Antenna Malfunctions in Large-N Interferometers: A Case Study with the Hydrogen Epoch of Reionization Array
- Bayesian jackknife tests with a small number of subsets: Application to HERA 21cm power spectrum upper limits
- 21 cm Intensity Mapping with the DSA-2000
- Beyond the Power Spectrum: A New Framework for Non-Stationary Fields with Applications to Light-Cone Effects in Line Intensity Mapping
- A Multi-Site Study of Radio Environment for Cosmology Experiments