The effect of non-Gaussianity on error predictions for the Epoch of Reionization (EoR) 21-cm power spectrum.
Abstract
The Epoch of Reionization (EoR) 21-cm signal is expected to become increasingly non-Gaussian as reionization proceeds. We have used seminumerical simulations to study how this affects the error predictions for the EoR 21-cm power spectrum. We expect SNR=√{N_k} for a Gaussian random field where Nk is the number of Fourier modes in each k bin. We find that non-Gaussianity is important at high SNR where it imposes an upper limit [SNR]l. For a fixed volume V, it is not possible to achieve SNR > [SNR]l even if Nk is increased. The value of [SNR]l falls as reionization proceeds, dropping from ∼500 at bar{x}_{H I} = 0.8-0.9 to ∼10 at bar{x}_{H I} = 0.15 for a [150.08 Mpc]3 simulation. We show that it is possible to interpret [SNR]l in terms of the trispectrum, and we expect [SNR]_l ∝ √{V} if the volume is increased. For SNR ≪ [SNR]l we find SNR= √{N_k}/A with A ∼ 0.95-1.75, roughly consistent with the Gaussian prediction. We present a fitting formula for the SNR as a function of Nk, with two parameters A and [SNR]l that have to be determined using simulations. Our results are relevant for predicting the sensitivity of different instruments to measure the EoR 21-cm power spectrum, which till date have been largely based on the Gaussian assumption.
- Publication:
-
Monthly Notices of the Royal Astronomical Society
- Pub Date:
- April 2015
- DOI:
- 10.1093/mnrasl/slv015
- arXiv:
- arXiv:1409.4420
- Bibcode:
- 2015MNRAS.449L..41M
- Keywords:
-
- methods: statistical;
- cosmology: theory;
- dark ages;
- reionization;
- first stars;
- diffuse radiation;
- Astrophysics - Cosmology and Nongalactic Astrophysics
- E-Print:
- Accepted for publication in MNRAS Letters. The definitive version is available at http://mnrasl.oxfordjournals.org/content/449/1/L41