English

Towards $21$-cm intensity mapping at $z=2.28$ with uGMRT using the tapered gridded estimator -- IV. Wideband analysis

Cosmology and Nongalactic Astrophysics 2025-01-31 v1 Instrumentation and Methods for Astrophysics

Abstract

We present a Wideband Tapered Gridded Estimator (TGE), which incorporates baseline migration and variation of the primary beam pattern for neutral hydrogen (HI{\rm H\hspace{0.5mm}}{\scriptsize {\rm I}}) 21-cm intensity mapping (IM) with large frequency bandwidth radio-interferometric observations. Here we have analysed 394494MHz394-494 \, {\rm MHz} (z=1.92.6)(z = 1.9 - 2.6) uGMRT data to estimate the Multi-frequency Angular Power Spectrum (MAPS) C(Δν)C_\ell(\Delta\nu) from which we have removed the foregrounds using the polynomial fitting (PF) and Gaussian Process Regression (GPR) methods developed in our earlier work. Using the residual C(Δν)C_\ell(\Delta\nu) to estimate the mean squared 21-cm brightness temperature fluctuation Δ2(k)\Delta^2(k), we find that this is consistent with 0±2σ0 \pm 2 \sigma in several kk bins. The resulting 2σ2\sigma upper limit Δ2(k)<(4.68)2mK2\Delta^2(k) < (4.68)^2 \, \rm{mK^2} at k=0.219Mpc1k=0.219\,\rm{Mpc^{-1}} is nearly 1515 times tighter than earlier limits obtained from a smaller bandwidth (24.4MHz24.4 \, {\rm MHz}) of the same data. The 2σ2\sigma upper limit [ΩHIbHI]<1.01×102[\Omega_{{\rm H\hspace{0.5mm}}{\scriptsize {\rm I}}} b_{{\rm H\hspace{0.5mm}}{\scriptsize {\rm I}}}] < 1.01 \times 10^{-2} is within an order of magnitude of the value expected from independent estimates of the HI{\rm H\hspace{0.5mm}}{\scriptsize {\rm I}} mass density ΩHI\Omega_{{\rm H\hspace{0.5mm}}{\scriptsize {\rm I}}} and the HI{\rm H\hspace{0.5mm}}{\scriptsize {\rm I}} bias bHIb_{{\rm H\hspace{0.5mm}}{\scriptsize {\rm I}}}. The techniques used here can be applied to other telescopes and frequencies, including 150MHz\sim 150 \, {\rm MHz} Epoch of Reionization observations.

Keywords

Cite

@article{arxiv.2403.06736,
  title  = {Towards $21$-cm intensity mapping at $z=2.28$ with uGMRT using the tapered gridded estimator -- IV. Wideband analysis},
  author = {Khandakar Md Asif Elahi and Somnath Bharadwaj and Srijita Pal and Abhik Ghosh and Sk. Saiyad Ali and Samir Choudhuri and Arnab Chakraborty and Abhirup Datta and Nirupam Roy and Madhurima Choudhury and Prasun Dutta},
  journal= {arXiv preprint arXiv:2403.06736},
  year   = {2025}
}

Comments

Accepted for publication in MNRAS