Monthly Notices of the Royal Astronomical Society | 2021

Power spectrum multipole expansion for H\u2009i intensity mapping experiments: unbiased parameter estimation

 
 
 
 

Abstract


\n We assess the performance of the multipole expansion formalism in the case of single-dish H\u2009i intensity mapping, including instrumental and foreground removal effects. This formalism is used to provide Markov chain Monte Carlo forecasts for a range of H\u2009i and cosmological parameters, including redshift space distortions and the Alcock–Paczynski effect. We first determine the range of validity of our power spectrum modelling by fitting to simulation data, concentrating on the monopole, quadrupole, and hexadecapole contributions. We then show that foreground subtraction effects can lead to severe biases in the determination of cosmological parameters, in particular the parameters relating to the transverse Baryon Acoustic Oscillations (BAO) rescaling, the growth rate, and the H\u2009i bias (α⊥, $\\overline{T}_\\rm{H{\\small I}}f\\sigma _8$, and $\\overline{T}_{\\mathrm {H}\\,{\\small I}}b_{\\mathrm {H}\\,{\\small I}}\\sigma _8$, respectively). We attempt to account for these biases by constructing a two-parameter foreground modelling prescription, and find that our prescription leads to unbiased parameter estimation at the expense of increasing the estimated uncertainties on cosmological parameters. In addition, we confirm that instrumental and foreground removal effects significantly impact the theoretical covariance matrix, and cause the covariance between different multipoles to become non-negligible. Finally, we show the effect of including higher order multipoles in our analysis, and how these can be used to investigate the presence of instrumental and systematic effects in H\u2009i intensity mapping data.

Volume 502
Pages 2549-2564
DOI 10.1093/MNRAS/STAB027
Language English
Journal Monthly Notices of the Royal Astronomical Society

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