Prospects of detection of the first sources with SKA using matched filters
Abstract
The matched filtering technique is an efficient method to detect H ii bubbles and absorption regions in radio interferometric observations of the redshifted 21-cm signal from the epoch of reionization and the Cosmic Dawn. Here, we present an implementation of this technique to the upcoming observations such as the SKA1-low for a blind search of absorption regions at the Cosmic Dawn. The pipeline explores four dimensional parameter space on the simulated mock visibilities using a MCMC algorithm. The framework is able to efficiently determine the positions and sizes of the absorption/H ii regions in the field of view.
- Publication:
-
Peering towards Cosmic Dawn
- Pub Date:
- May 2018
- DOI:
- Bibcode:
- 2018IAUS..333..122G
- Keywords:
-
- radiative transfer;
- methods: numerical;
- galaxies: high-redshift;
- formation;
- evolution;
- intergalactic medium