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 (18)
- Cosmology at Low Frequencies: The 21 cm Transition and the High-Redshift Universe
- GaLactic and Extragalactic All-sky Murchison Widefield Array (GLEAM) survey I: A low-frequency extragalactic catalogue
- Improved upper limits on the 21-cm signal power spectrum of neutral hydrogen at from LOFAR
- The Epoch of Reionization Window: I. Mathematical Formalism
- The Epoch of Reionization Window: II. Statistical Methods for Foreground Wedge Reduction
- First Season MWA EoR Power Spectrum Results at Redshift 7
- 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
- Fast Holographic Deconvolution: a new technique for precision radio interferometry
- First Season MWA Phase II EoR Power Spectrum Results at Redshift 7
- Mitigating Internal Instrument Coupling for 21 cm Cosmology I: Temporal and Spectral Modeling in Simulations
- Mitigating Internal Instrument Coupling II: A Method Demonstration with the Hydrogen Epoch of Reionization Array
- Understanding Instrumental Stokes Leakage in Murchison Widefield Array Polarimetry
- The impact of interference excision on 21-cm Epoch of Reionization power spectrum analyses
- 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
- Calibration and 21-cm Power Spectrum Estimation in the Presence of Antenna Beam Variations
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- Bayesian jackknife tests with a small number of subsets: Application to HERA 21cm power spectrum upper limits
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- Beyond the Power Spectrum: A New Framework for Non-Stationary Fields with Applications to Light-Cone Effects in Line Intensity Mapping
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