Improving the muon track reconstruction of IceCube and IceCube-Gen2

IceCube is a cubic-kilometer Cherenkov telescope operating at the South Pole. Its goal is to detect astrophysical neutrinos and identify their sources. High-energy muon neutrinos are identified through the secondary muons produced via charge current interactions with the ice. The present bestperform...

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Published in:EPJ Web of Conferences
Main Authors: Bradascio Federica, Glüsenkamp Thorsten
Format: Article in Journal/Newspaper
Language:English
Published: EDP Sciences 2019
Subjects:
Online Access:https://doi.org/10.1051/epjconf/201920705002
https://doaj.org/article/3262c9df4e604732b21d3dce11843b96
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spelling ftdoajarticles:oai:doaj.org/article:3262c9df4e604732b21d3dce11843b96 2023-05-15T18:22:33+02:00 Improving the muon track reconstruction of IceCube and IceCube-Gen2 Bradascio Federica Glüsenkamp Thorsten 2019-01-01T00:00:00Z https://doi.org/10.1051/epjconf/201920705002 https://doaj.org/article/3262c9df4e604732b21d3dce11843b96 EN eng EDP Sciences https://www.epj-conferences.org/articles/epjconf/pdf/2019/12/epjconf_vlvnt2018_05002.pdf https://doaj.org/toc/2100-014X 2100-014X doi:10.1051/epjconf/201920705002 https://doaj.org/article/3262c9df4e604732b21d3dce11843b96 EPJ Web of Conferences, Vol 207, p 05002 (2019) Physics QC1-999 article 2019 ftdoajarticles https://doi.org/10.1051/epjconf/201920705002 2022-12-31T10:16:39Z IceCube is a cubic-kilometer Cherenkov telescope operating at the South Pole. Its goal is to detect astrophysical neutrinos and identify their sources. High-energy muon neutrinos are identified through the secondary muons produced via charge current interactions with the ice. The present bestperforming directional reconstruction of the muon track is a maximum likelihood method which uses the arrival time distribution of Cherenkov photons registered by the experiment’s photomultipliers. Known systematic shortcomings of this method are to assume continuous energy loss along the muon track, and to neglect photomultiplier-related effects such as prepulses and afterpulses. This work discusses an improvement of about 20% to the muon angular resolution of IceCube and its planned extension, IceCube-Gen2. In the reconstruction scheme presented here, the expected arrival time distribution is now parametrized by a predetermined stochastic muon energy loss pattern. The inclusion of pre- and afterpulses modelling in the PDF has also been studied, but no noticeable improvement was found, in particular in comparison to the modification of the energy loss profile. Article in Journal/Newspaper South pole Directory of Open Access Journals: DOAJ Articles South Pole EPJ Web of Conferences 207 05002
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Physics
QC1-999
spellingShingle Physics
QC1-999
Bradascio Federica
Glüsenkamp Thorsten
Improving the muon track reconstruction of IceCube and IceCube-Gen2
topic_facet Physics
QC1-999
description IceCube is a cubic-kilometer Cherenkov telescope operating at the South Pole. Its goal is to detect astrophysical neutrinos and identify their sources. High-energy muon neutrinos are identified through the secondary muons produced via charge current interactions with the ice. The present bestperforming directional reconstruction of the muon track is a maximum likelihood method which uses the arrival time distribution of Cherenkov photons registered by the experiment’s photomultipliers. Known systematic shortcomings of this method are to assume continuous energy loss along the muon track, and to neglect photomultiplier-related effects such as prepulses and afterpulses. This work discusses an improvement of about 20% to the muon angular resolution of IceCube and its planned extension, IceCube-Gen2. In the reconstruction scheme presented here, the expected arrival time distribution is now parametrized by a predetermined stochastic muon energy loss pattern. The inclusion of pre- and afterpulses modelling in the PDF has also been studied, but no noticeable improvement was found, in particular in comparison to the modification of the energy loss profile.
format Article in Journal/Newspaper
author Bradascio Federica
Glüsenkamp Thorsten
author_facet Bradascio Federica
Glüsenkamp Thorsten
author_sort Bradascio Federica
title Improving the muon track reconstruction of IceCube and IceCube-Gen2
title_short Improving the muon track reconstruction of IceCube and IceCube-Gen2
title_full Improving the muon track reconstruction of IceCube and IceCube-Gen2
title_fullStr Improving the muon track reconstruction of IceCube and IceCube-Gen2
title_full_unstemmed Improving the muon track reconstruction of IceCube and IceCube-Gen2
title_sort improving the muon track reconstruction of icecube and icecube-gen2
publisher EDP Sciences
publishDate 2019
url https://doi.org/10.1051/epjconf/201920705002
https://doaj.org/article/3262c9df4e604732b21d3dce11843b96
geographic South Pole
geographic_facet South Pole
genre South pole
genre_facet South pole
op_source EPJ Web of Conferences, Vol 207, p 05002 (2019)
op_relation https://www.epj-conferences.org/articles/epjconf/pdf/2019/12/epjconf_vlvnt2018_05002.pdf
https://doaj.org/toc/2100-014X
2100-014X
doi:10.1051/epjconf/201920705002
https://doaj.org/article/3262c9df4e604732b21d3dce11843b96
op_doi https://doi.org/10.1051/epjconf/201920705002
container_title EPJ Web of Conferences
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