Antenna beam characterisation for the global 21cm experiment LEDA and its impact on signal model parameter reconstruction
arXiv:2206.12158 · doi:10.1093/mnras/stac1804
Abstract
Cosmic Dawn, the onset of star formation in the early universe, can in principle be studied via the 21cm transition of neutral hydrogen, for which a sky-averaged absorption signal, redshifted to MHz frequencies, is predicted to be {\it O}(10-100)\,mK. Detection requires separation of the 21cm signal from bright chromatic foreground emission due to Galactic structure, and the characterisation of how it couples to instrumental response. In this work, we present characterisation of antenna gain patterns for the Large-aperture Experiment to detect the Dark Ages (LEDA) via simulations, assessing the effects of the antenna ground-plane geometries used, and measured soil properties. We then investigate the impact of beam pattern uncertainties on the reconstruction of a Gaussian absorption feature. Assuming the pattern is known and correcting for the chromaticity of the instrument, the foregrounds can be modelled with a log-polynomial, and the 21cm signal identified with high accuracy. However, uncertainties on the soil properties lead to \textperthousand\ changes in the chromaticity that can bias the signal recovery. The bias can be up to a factor of two in amplitude and up to few \% in the frequency location. These effects do not appear to be mitigated by larger ground planes, conversely gain patterns with larger ground planes exhibit more complex frequency structure, significantly compromising the parameter reconstruction. Our results, consistent with findings from other antenna design studies, emphasise the importance of chromatic response and suggest caution in assuming log-polynomial foreground models in global signal experiments.
Accepted for publication in MNRAS
References in corpus (16)
- Array Programming with NumPy
- Cosmology at Low Frequencies: The 21 cm Transition and the High-Redshift Universe
- 21 cm fluctuations from inhomogeneous X-ray heating before reionization
- Signature of Excess Radio Background in the 21-cm Global Signal and Power Spectrum
- The Global 21-cm Signal in the Context of the High-z Galaxy Luminosity Function
- Testing for calibration systematics in the EDGES low-band data using Bayesian model selection
- BIGHORNS - Broadband Instrument for Global HydrOgen ReioNisation Signal
- Results from EDGES High-Band: I. Constraints on Phenomenological Models for the Global cm Signal
- Decoding the X-ray Properties of Pre-Reionization Era Sources
- Foreground Model and Antenna Calibration Errors in the Measurement of the Sky-Averaged λ21 cm Signal at z~20
- Spectral Index of the Diffuse Radio Background Between 50 and 100 MHz
- SARAS 3 CD/EoR Radiometer: Design and Performance of the Receiver
- Formulating and critically examining the assumptions of global 21-cm signal analyses: How to avoid the false troughs that can appear in single spectrum fits
- GMOSS: All-sky model of spectral radio brightness based on physical components and associated radiative processes
- Absolute Calibration of Diffuse Radio Surveys at 45 and 150 MHz
- A Floating Octave Bandwidth Cone-Disc Antenna for Detection of Cosmic Dawn
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