Power spectrum multipoles and clustering wedges during the epoch of reionization

ABSTRACT We study the viability of using power spectrum clustering wedges as summary statistics of 21 cm surveys during the epoch of reionization (EoR). For observations in a wide redshift range $z\sim 7{\!-\!}9$ corresponding to a line-of-sight scale of $\sim 500\,$ Mpc, the power spectrum is subject to anisotropic effects due to the evolution along the light of sight. Information on the physics of reionization can be extracted from the anisotropy using the power spectrum multipoles. Signals of the power spectrum monopole are highly correlated at scales smaller than the typical ionization bubble, which can be disentangled by including higher-order multipoles. By simulating observations of the low-frequency part of the Square Kilometre Array (SKA) Observatory, we find that the sampling of the cylindrical wavenumber $\boldsymbol {k}$-space is highly non-uniform due to the baseline distribution, i.e. the distribution of antenna pairs sampling different transverse $\boldsymbol {k}_\perp$ scales. Measurements in clustering wedges partition the cylindrical $\boldsymbol {k}$-space into different radial $k_\parallel$ scales, and can be used for isolating parts of $\boldsymbol {k}$-space with relatively uniform sampling, allowing for more precise parameter inference. Using Fisher Matrix forecasts, we find that the reionization model can be inferred with per cent level precision with $\sim 120$ h of integration time using SKA-Low. Compared to model inference using only the power spectrum monopole above the foreground wedge, model inference using multipole power spectra in clustering wedges yields a factor of $\sim 3$ improvement on the marginalized 1D parameter constraints.

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Publication Details

Journal
Monthly Notices of the Royal Astronomical Society
Published
2024-11-04
DOI
https://doi.org/10.1093/mnras/stae2471
Primary Topic
Electromagnetic Compatibility and Measurements
Type
article
Field-Weighted Citation Impact
0.00

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article

Power spectrum multipoles and clustering wedges during the epoch of reionization

Alkistis Pourtsidou, Zhaoting Chen
Monthly Notices of the Royal Astronomical Society
Electromagnetic Compatibility and Measurements
article

Power spectrum multipoles and clustering wedges during the epoch of reionization

Alkistis Pourtsidou, Zhaoting Chen
article en

Abstract

ABSTRACT We study the viability of using power spectrum clustering wedges as summary statistics of 21 cm surveys during the epoch of reionization (EoR). For observations in a wide redshift range $z\sim 7{\!-\!}9$ corresponding to a line-of-sight scale of $\sim 500\,$ Mpc, the power spectrum is subject to anisotropic effects due to the evolution along the light of sight. Information on the physics of reionization can be extracted from the anisotropy using the power spectrum multipoles. Signals of the power spectrum monopole are highly correlated at scales smaller than the typical ionization bubble, which can be disentangled by including higher-order multipoles. By simulating observations of the low-frequency part of the Square Kilometre Array (SKA) Observatory, we find that the sampling of the cylindrical wavenumber $\boldsymbol {k}$-space is highly non-uniform due to the baseline distribution, i.e. the distribution of antenna pairs sampling different transverse $\boldsymbol {k}_\perp$ scales. Measurements in clustering wedges partition the cylindrical $\boldsymbol {k}$-space into different radial $k_\parallel$ scales, and can be used for isolating parts of $\boldsymbol {k}$-space with relatively uniform sampling, allowing for more precise parameter inference. Using Fisher Matrix forecasts, we find that the reionization model can be inferred with per cent level precision with $\sim 120$ h of integration time using SKA-Low. Compared to model inference using only the power spectrum monopole above the foreground wedge, model inference using multipole power spectra in clustering wedges yields a factor of $\sim 3$ improvement on the marginalized 1D parameter constraints.

Monthly Notices of the Royal Astronomical SocietyVol. 535(3)
Center for Theoretical Physics (PL), Royal Observatory (GB), UK Astronomy Technology Centre (GB), University of Edinburgh (GB)
UK Research and Innovation, University of Edinburgh
Openalex Percentile: Top 83%
Electromagnetic Compatibility and Measurements
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