How well can we measure and understand foregrounds with 21 cm experiments?

TL;DR

This paper investigates the spectral modeling of foregrounds in 21 cm experiments, showing that despite degeneracies, a small number of parameters can effectively characterize and subtract foreground contamination, facilitating successful cosmological measurements.

Contribution

It demonstrates that 21 cm foreground spectra are featureless, allowing accurate modeling with few parameters, simplifying foreground subtraction in cosmological observations.

Findings

Foreground spectra are featureless and generic.

A small number of parameters suffices for accurate modeling.

Foreground subtraction is simplified by the spectral properties of foregrounds.

Abstract

Before it becomes a sensitive probe of the Epoch of Reionization, the Dark Ages, and fundamental physics, 21 cm tomography must successfully contend with the issue of foreground contamination. Broadband foreground sources are expected to be roughly four orders of magnitude larger than any cosmological signals, so precise foreground models will be necessary. Such foreground models often contain a large number of parameters, reflecting the complicated physics that governs foreground sources. In this paper, we concentrate on spectral modeling (neglecting, for instance, bright point source removal from spatial maps) and show that 21 cm tomography experiments will likely not be able to measure these parameters without large degeneracies, simply because the foreground spectra are so featureless and generic. However, we show that this is also an advantage, because it means that the foregrounds can be characterized to a high degree of accuracy once a small number of parameters (likely three or four, depending on one's instrumental specifications) are measured. This provides a simple understanding for why 21 cm foreground subtraction schemes are able to remove most of the contaminants by suppressing just a small handful of simple spectral forms. In addition, this suggests that the foreground modeling process should be relatively simple and will likely not be an impediment to the foreground subtraction schemes that are necessary for a successful 21 cm tomography experiment.