Radio Morphing - towards a fast computation of the radio signal from air-showers

Over the last decades, radio detection of air showers has been established as a promising detection technique for ultrahigh-energy cosmic rays and neutrinos. Very large or dense antenna arrays are necessary to be proficient at collecting information about these particles and understanding their prop...

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Main Authors: Zilles Anne, Martineau-Huynh Olivier, Kotera Kumiko, Tueros Matias, de Vries Krijn, Carvalho Washington, Niess Valentin
Format: Article
Language:English
Published: EDP Sciences 2019-01-01
Series:EPJ Web of Conferences
Online Access:https://www.epj-conferences.org/articles/epjconf/pdf/2019/21/epjconf_arena2018_03012.pdf
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spelling doaj-fa62cbf9136741d0bf0d1286672015f22021-08-02T04:56:09ZengEDP SciencesEPJ Web of Conferences2100-014X2019-01-012160301210.1051/epjconf/201921603012epjconf_arena2018_03012Radio Morphing - towards a fast computation of the radio signal from air-showersZilles AnneMartineau-Huynh OlivierKotera KumikoTueros Matiasde Vries KrijnCarvalho WashingtonNiess ValentinOver the last decades, radio detection of air showers has been established as a promising detection technique for ultrahigh-energy cosmic rays and neutrinos. Very large or dense antenna arrays are necessary to be proficient at collecting information about these particles and understanding their properties accurately. The exploitation of such arrays requires to run massive air-shower simulations to evaluate the radio signal at each antenna position, taking into account features such as the ground topology. In order to reduce computational costs, we have developed a fast computation of the emitted radio signal on the basis of generic shower simulations, called Radio Morphing. The method consists in the calculation of the radio signal of any air-shower by i) a scaling of the electric-field amplitude of a reference air shower to the target shower, ii) an isometry on the simulated positions and iii) an interpolation of the radio pulse at the desired position. This technique enables one to gain many orders of magnitude in CPU time compared to a standard computation. In this contribution, we present this novel tool and explain its methodology. In particular, Radio Morphing will be a key element for the simulation chain of the Giant Radio Array for Neutrino Detection (GRAND) project, that aims at detecting ultra-high-energy neutrinos with an array of 200 000 radio antennas in mountainous regions.https://www.epj-conferences.org/articles/epjconf/pdf/2019/21/epjconf_arena2018_03012.pdf
collection DOAJ
language English
format Article
sources DOAJ
author Zilles Anne
Martineau-Huynh Olivier
Kotera Kumiko
Tueros Matias
de Vries Krijn
Carvalho Washington
Niess Valentin
spellingShingle Zilles Anne
Martineau-Huynh Olivier
Kotera Kumiko
Tueros Matias
de Vries Krijn
Carvalho Washington
Niess Valentin
Radio Morphing - towards a fast computation of the radio signal from air-showers
EPJ Web of Conferences
author_facet Zilles Anne
Martineau-Huynh Olivier
Kotera Kumiko
Tueros Matias
de Vries Krijn
Carvalho Washington
Niess Valentin
author_sort Zilles Anne
title Radio Morphing - towards a fast computation of the radio signal from air-showers
title_short Radio Morphing - towards a fast computation of the radio signal from air-showers
title_full Radio Morphing - towards a fast computation of the radio signal from air-showers
title_fullStr Radio Morphing - towards a fast computation of the radio signal from air-showers
title_full_unstemmed Radio Morphing - towards a fast computation of the radio signal from air-showers
title_sort radio morphing - towards a fast computation of the radio signal from air-showers
publisher EDP Sciences
series EPJ Web of Conferences
issn 2100-014X
publishDate 2019-01-01
description Over the last decades, radio detection of air showers has been established as a promising detection technique for ultrahigh-energy cosmic rays and neutrinos. Very large or dense antenna arrays are necessary to be proficient at collecting information about these particles and understanding their properties accurately. The exploitation of such arrays requires to run massive air-shower simulations to evaluate the radio signal at each antenna position, taking into account features such as the ground topology. In order to reduce computational costs, we have developed a fast computation of the emitted radio signal on the basis of generic shower simulations, called Radio Morphing. The method consists in the calculation of the radio signal of any air-shower by i) a scaling of the electric-field amplitude of a reference air shower to the target shower, ii) an isometry on the simulated positions and iii) an interpolation of the radio pulse at the desired position. This technique enables one to gain many orders of magnitude in CPU time compared to a standard computation. In this contribution, we present this novel tool and explain its methodology. In particular, Radio Morphing will be a key element for the simulation chain of the Giant Radio Array for Neutrino Detection (GRAND) project, that aims at detecting ultra-high-energy neutrinos with an array of 200 000 radio antennas in mountainous regions.
url https://www.epj-conferences.org/articles/epjconf/pdf/2019/21/epjconf_arena2018_03012.pdf
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