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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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 |
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Open Polar |
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Directory of Open Access Journals: DOAJ Articles |
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ftdoajarticles |
language |
English |
topic |
Physics QC1-999 |
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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 |
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EPJ Web of Conferences |
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207 |
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05002 |
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1766201962018111488 |