Contamination of the Epoch of Reionization power spectrum in the presence of foregrounds
Abstract
We construct foreground simulations comprising spatially correlated extragalactic and diffuse Galactic emission components and calculate the `intrinsic' (instrument-free) two-dimensional spatial power spectrum and the cylindrically and spherically averaged three-dimensional k-space power spectra of the Epoch of Reionization (EoR) and our foreground simulations using a Bayesian power spectral estimation framework. This leads us to identify a model-dependent region of optimal signal estimation for our foreground and EoR models, within which the spatial power in the EoR signal relative to the foregrounds is maximized. We identify a target field-dependent region, in k-space, of intrinsic foreground power spectral contamination at low k⊥ and k∥ and a transition to a relatively foreground-free intrinsic EoR window in the complement to this region. The contaminated region of k-space demonstrates that simultaneous estimation of the EoR and foregrounds is important for obtaining statistically robust estimates of the EoR power spectrum; biased results will be obtained from methodologies that ignore their covariance. Using simulated observations with frequency-dependent uv-coverage and primary beam, with the former derived for the Hydrogen Epoch of Reionization Array in 37-antenna and 331-antenna configuration, we recover instrumental power spectra consistent with their intrinsic counterparts. We discuss the implications of these results for optimal strategies for unbiased estimation of the EoR power spectrum.
- Publication:
-
Monthly Notices of the Royal Astronomical Society
- Pub Date:
- November 2016
- DOI:
- 10.1093/mnras/stw1768
- arXiv:
- arXiv:1607.07628
- Bibcode:
- 2016MNRAS.462.3069S
- Keywords:
-
- methods: analytical;
- methods: data analysis;
- methods: statistical;
- cosmology: observations;
- dark ages;
- reionization;
- first stars;
- diffuse radiation;
- Astrophysics - Cosmology and Nongalactic Astrophysics;
- Astrophysics - Instrumentation and Methods for Astrophysics
- E-Print:
- 25 pages, 16 figures, accepted for publication in MNRAS