Gamma-Ray Burst Detection with Poisson-FOCuS and Other Trigger Algorithms

Gamma-Ray Burst Detection with Poisson-FOCuS and Other Trigger Algorithms

We describe how a novel online change-point detection algorithm, called Poisson-FOCuS, can be used to optimally detect gamma-ray bursts within the computational constraints imposed by miniaturized satellites such as the upcoming HERMES-Pathfinder constellation. Poisson-FOCuS enables testing for gamm...

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Bibliographic Details
Main Authors: Giuseppe Dilillo, Kes Ward, Idris A. Eckley, Paul Fearnhead, Riccardo Crupi, Yuri Evangelista, Andrea Vacchi, Fabrizio Fiore
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:The Astrophysical Journal
Subjects:
Astrostatistics techniques
Algorithms
Transient detection
Gamma-ray bursts
Artificial satellites
Online Access:https://doi.org/10.3847/1538-4357/ad15ff

Internet

https://doi.org/10.3847/1538-4357/ad15ff

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