Improved upper limits on the 21 cm signal power spectrum of neutral hydrogen at z ≈ 9.1 from LOFAR
Autor: | K. M. B. Asad, Florent Mertens, A. R. Offringa, B. K. Gehlot, Luitje Koopmans, I. T. Iliev, Maaijke Mevius, Sambit K. Giri, Sarod Yatawatta, B. Ciardi, Abhik Ghosh, Rajesh Mondal, Vishambhar Pandey, Michiel A. Brentjens, A. M. Sardarabadi, H. Gan, Raghunath Ghara, R. Kooistra, Simon Gazagnes, Joop Schaye, Vibor Jelić, Harish Vedantham, Garrelt Mellema, Saleem Zaroubi, M. B. Silva, Emma Chapman |
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Jazyk: | angličtina |
Rok vydání: | 2020 |
Předmět: |
Physics
Signal processing 010308 nuclear & particles physics methods: data analysis techniques: interferometric dark ages reionization first stars cosmology: observations Astrophysics : Cosmology and Nongalactic Astrophysics Spectral density Astronomy and Astrophysics LOFAR Polarization (waves) 01 natural sciences Redshift Computational physics Space and Planetary Science Sidereal time 0103 physical sciences Chromatic scale 010303 astronomy & astrophysics Reionization |
Zdroj: | Monthly Notices of the Royal Astronomical Society Monthly Notices of the Royal Astronomical Society, 493(2), 1662-1685 |
ISSN: | 0035-8711 |
Popis: | A new upper limit on the 21 cm signal power spectrum at a redshift of z ≈ 9.1 is presented, based on 141 h of data obtained with the Low-Frequency Array (LOFAR). The analysis includes significant improvements in spectrally smooth gain-calibration, Gaussian Process Regression (GPR) foreground mitigation and optimally weighted power spectrum inference. Previously seen ‘excess power’ due to spectral structure in the gain solutions has markedly reduced but some excess power still remains with a spectral correlation distinct from thermal noise. This excess has a spectral coherence scale of 0.25–0.45 MHz and is partially correlated between nights, especially in the foreground wedge region. The correlation is stronger between nights covering similar local sidereal times. A best 2-σ upper limit of $\Delta ^2_{21} \lt (73)^2\, \mathrm{mK^2}$ at $k = 0.075\, \mathrm{h\, cMpc^{-1}}$ is found, an improvement by a factor ≈8 in power compared to the previously reported upper limit. The remaining excess power could be due to residual foreground emission from sources or diffuse emission far away from the phase centre, polarization leakage, chromatic calibration errors, ionosphere, or low-level radiofrequency interference. We discuss future improvements to the signal processing chain that can further reduce or even eliminate these causes of excess power. |
Databáze: | OpenAIRE |
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