Template synthesis approach for radio emission from extensive air showers
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arXiv
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| Main Authors: | , , , , , |
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| Format: | Preprint |
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2024
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| _version_ | 1866913508331880448 |
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| author | Desmet, Mitja Buitink, Stijn Butler, David Huege, Tim Engel, Ralph Scholten, Olaf |
| author_facet | Desmet, Mitja Buitink, Stijn Butler, David Huege, Tim Engel, Ralph Scholten, Olaf |
| contents | We present a novel way to synthesise the radio emission from extensive air showers. It is a hybrid approach which uses a single microscopic Monte-Carlo simulation to generate the radio emission from a shower with a different longitudinal evolution, primary particle type and energy. The method employs semi-analytical relations which only depend on the shower parameters to transform the radio signal in the simulated antennas. We apply this method to vertical air showers with energies ranging from $10^{17}$ eV to $10^{19}$ eV and compare the results with CoREAS using two different metrics. In order to gauge the performance over our simulation set, we subsequently use every shower in the set as a template to synthesise the emission from the other showers. Depending on the scoring metric, template synthesis reconstructs the radio emission with an accuracy of 5 to 10%. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2409_12782 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Template synthesis approach for radio emission from extensive air showers Desmet, Mitja Buitink, Stijn Butler, David Huege, Tim Engel, Ralph Scholten, Olaf High Energy Astrophysical Phenomena Instrumentation and Methods for Astrophysics We present a novel way to synthesise the radio emission from extensive air showers. It is a hybrid approach which uses a single microscopic Monte-Carlo simulation to generate the radio emission from a shower with a different longitudinal evolution, primary particle type and energy. The method employs semi-analytical relations which only depend on the shower parameters to transform the radio signal in the simulated antennas. We apply this method to vertical air showers with energies ranging from $10^{17}$ eV to $10^{19}$ eV and compare the results with CoREAS using two different metrics. In order to gauge the performance over our simulation set, we subsequently use every shower in the set as a template to synthesise the emission from the other showers. Depending on the scoring metric, template synthesis reconstructs the radio emission with an accuracy of 5 to 10%. |
| title | Template synthesis approach for radio emission from extensive air showers |
| topic | High Energy Astrophysical Phenomena Instrumentation and Methods for Astrophysics |
| url | https://arxiv.org/abs/2409.12782 |