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Mitigating Internal Instrument Coupling for 21 cm Cosmology I: Temporal and Spectral Modeling in Simulations

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arxiv 1909.11732 v2 pith:6XP5ZIPG submitted 2019-09-25 astro-ph.IM astro-ph.CO

classification astro-ph.IMastro-ph.CO
keywords signalsystematicsmodelingcouplingdatademonstratedescribeepoch
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We study the behavior of internal signal chain reflections and antenna cross coupling as systematics for 21 cm cosmological surveys. We outline the mathematics for how these systematics appear in interferometric visibilities and describe their phenomenology. We then describe techniques for modeling and removing these systematics without attenuating the 21 cm signal in the data. This has critical implications for low-frequency radio surveys aiming to characterize the 21cm signal from the Epoch of Reionization and Cosmic Dawn, as systematics can cause bright foreground emission to contaminate the EoR window and prohibit a robust detection. We also quantify the signal loss properties of the systematic modeling algorithms, and show that our techniques demonstrate resistance against EoR signal loss. In a companion paper, we demonstrate these methods on data from the Hydrogen Epoch of Reionization Array as a proof-of-concept.

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Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Impacts and Statistical Mitigation of Missing Data on the 21cm Power Spectrum: A Case Study with the Hydrogen Epoch of Reionization Array

    astro-ph.CO 2024-11 conditional novelty 6.0 of 10

    Partially flagged RFI gaps couple with nightly-varying instrument errors to leak foreground power into the 21cm EoR window; DPSS inpainting with a new covariance framework suppresses the leakage and quantifies its unc...

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