Systematic performance of the ASKAP fast radio burst search algorithm

• Published in: Monthly notices of the Royal Astronomical Society Vol. 523; no. 4; pp. 5109 - 5119
• Main Authors: Keane, Evan F, Bannister, Keith W, James, Clancy W, Shannon, Ryan M
• Format: Journal Article
• Language: English
• Published: Oxford University Press 22-06-2023
• Subjects: fast radio bursts; methods: data analysis; software: simulations
• ISSN: 0035-8711; 1365-2966
• DOI: 10.1093/mnras/stad1740

ABSTRACT
Detecting fast radio bursts (FRBs) requires software pipelines to search for dispersed single pulses of emission in radio telescope data. In order to enable an unbiased estimation of the underlying FRB population, it is important to understand the algorithm efficiency with respect to the search parameter space and thus the survey completeness. The Fast Real-time Engine for Dedispersing Amplitudes (fredda) search pipeline is a single pulse detection pipeline designed to identify radio pulses over a large range of dispersion measures (DM) with low latency. It is used on the Australian Square Kilometre Array Pathfinder (ASKAP) for the Commensal Real-time ASKAP Fast Transients (CRAFT) project. We utilize simulated single pulses in the low- and high-frequency observation bands of ASKAP to analyse the performance of the pipeline and infer the underlying FRB population. The simulation explores the signal-to-noise ratio (S/N) recovery as a function of DM and the temporal duration of FRB pulses in comparison to injected values. The effects of intrachannel broadening caused by dispersion are also carefully studied in this work using control data sets. Our results show that for Gaussian-like single pulses, >85 per cent of the injected signal is recovered by pipelines such as fredda at DM <3000 pc cm−3 using standard boxcar filters compared to an ideal incoherent dedispersion match filter. Further calculations with sensitivity implies at least ∼10 per cent of FRBs in a Euclidean universe at target sensitivity will be missed by fredda and heimdall, another common pipeline, in ideal radio environments at 1.1 GHz.