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 best-perfor...

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Main Authors: Bradascio, Federica, Glüsenkamp, Thorsten
Format: Article in Journal/Newspaper
Language:unknown
Published: arXiv 2019
Subjects:
Online Access:https://dx.doi.org/10.48550/arxiv.1905.09612
https://arxiv.org/abs/1905.09612
id ftdatacite:10.48550/arxiv.1905.09612
record_format openpolar
spelling ftdatacite:10.48550/arxiv.1905.09612 2023-05-15T18:22:41+02:00 Improving the muon track reconstruction of IceCube and IceCube-Gen2 Bradascio, Federica Glüsenkamp, Thorsten 2019 https://dx.doi.org/10.48550/arxiv.1905.09612 https://arxiv.org/abs/1905.09612 unknown arXiv https://dx.doi.org/10.1051/epjconf/201920705002 arXiv.org perpetual, non-exclusive license http://arxiv.org/licenses/nonexclusive-distrib/1.0/ Instrumentation and Methods for Astrophysics astro-ph.IM High Energy Astrophysical Phenomena astro-ph.HE Instrumentation and Detectors physics.ins-det FOS Physical sciences article-journal Article ScholarlyArticle Text 2019 ftdatacite https://doi.org/10.48550/arxiv.1905.09612 https://doi.org/10.1051/epjconf/201920705002 2022-03-10T16:49:07Z 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 best-performing 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. : Proceeding for the VLVnT-2018 Conference Article in Journal/Newspaper South pole DataCite Metadata Store (German National Library of Science and Technology) South Pole
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic Instrumentation and Methods for Astrophysics astro-ph.IM
High Energy Astrophysical Phenomena astro-ph.HE
Instrumentation and Detectors physics.ins-det
FOS Physical sciences
spellingShingle Instrumentation and Methods for Astrophysics astro-ph.IM
High Energy Astrophysical Phenomena astro-ph.HE
Instrumentation and Detectors physics.ins-det
FOS Physical sciences
Bradascio, Federica
Glüsenkamp, Thorsten
Improving the muon track reconstruction of IceCube and IceCube-Gen2
topic_facet Instrumentation and Methods for Astrophysics astro-ph.IM
High Energy Astrophysical Phenomena astro-ph.HE
Instrumentation and Detectors physics.ins-det
FOS Physical sciences
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 best-performing 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. : Proceeding for the VLVnT-2018 Conference
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 arXiv
publishDate 2019
url https://dx.doi.org/10.48550/arxiv.1905.09612
https://arxiv.org/abs/1905.09612
geographic South Pole
geographic_facet South Pole
genre South pole
genre_facet South pole
op_relation https://dx.doi.org/10.1051/epjconf/201920705002
op_rights arXiv.org perpetual, non-exclusive license
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
op_doi https://doi.org/10.48550/arxiv.1905.09612
https://doi.org/10.1051/epjconf/201920705002
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