Top

Published in:

2017 | OriginalPaper | Chapter

Feature Extraction Methods in JEM-EUSO Experiment

Authors : Michal Vrabel, Jan Genci, Jozef Vasilko, Pavol Bobık, Blahoslav Pastircak, Marian Putis

Published in: Proceedings of the 2015 Federated Conference on Software Development and Object Technologies

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config

AI-assisted search

Off

Abstract

The article summarizes activities and results regarding pattern recognition for the JEM-EUSO experiment done by Slovak group of JEM-EUSO collaboration. The activities include estimation of trigger probability of false positives and reconstruction of simulated UHECR showers in UV background using Euso Simulation and Analysis Framework (ESAF). The Hough transform-based techniques are presented as methods to find UHCER showers in the JEM-EUSO detector recorded data. Additionally, the article describes structure and data flow of the framework.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

previous chapter An Incremental Approach to Semantic Clustering Designed for Software Visualization

A slash between numbers in Table 1 separates numbers after and before additional analysis. Higher background analysis for \( \theta_{truth} = 30^{ \circ } \) uses the first numbers. Other angles use second numbers.

Duda, R.O., Hart, P.E.: Use of the hough transformation to detect lines and curves in pictures. Commun. ACM 15(1), 11–15 (1972). http://doi.acm.org/10.1145/361237.361242 CrossRefMATH

Berat, C., et al.: Full simulation of space-based extensive air showers detectors with ESAF. Astropart. Phys. 33(4), 221–247 (2010). http://arxiv.org/abs/0907.5275 CrossRef

The JEM-EUSO collaboration. Report on the phase A study 2010, Collaboration Mission Report, December 2010

Bertaina, M., et al.: Requirements and expected performances of the JEM-EUSO mission. In: Proceedings of 33rd International Cosmic Ray Conference, Rio de Janeiro, Brazil (2013). http://dx.doi.org/10.7529/ICRC2011/V03/0991

Bayer, J., et al.: Second level trigger and Cluster Control Board for the JEM-EUSO mission. In: Proceedings of 33rd International Cosmic Ray Conference, Rio de Janeiro, Brazil, pp. 99–102 (2013). http://arxiv.org/abs/1307.7071

Biktemerova, S., Pastirčák, B., Bertania, M., et al.: Simulations and the analysis of fake trigger events background in JEM-EUSO experiment. In: Proceedings of 33rd International Cosmic Ray Conference, Rio de Janeiro, Brazil, pp. 59–62 (2013). http://arxiv.org/abs/1307.7071

Guzman, A., et al.: The peak and window searching technique for the EUSO simulation and analysis framework: impact on the angular reconstruction of EAS. J. Phy. Conf. Ser. 409 (2013). http://dx.doi.org/10.1088/1742-6596/409/1/012104

Adams, J.H., et al.: An evaluation of the exposure in nadir observation of the JEM-EUSO mission. Astropar. Phys. 44, 76–90 (2013). http://arxiv.org/abs/1305.2478 CrossRef

Fenu, F.: A simulation study of the JEM-EUSO mission for the detection of ultrahigh energy Cosmic Rays. Ph.D. dissertation, Faculty of Mathematics and Natural Sciences, The Eberhard Karls Universität Tübingen (2013). http://hdl.handle.net/10900/49955

10.

Biktemerova, S., Guzman, A., Mernik, T.: Performances of JEM-EUSO: angular reconstruction. Exp. Astron. 40(1), 1–25 (2014). http://dx.doi.org/10.1007/s10686-013-9371-0

11.

Vasilko, J., Vrabel, M., Bobik, P., et al.: Pattern recognition study for different levels of UV background in JEM-EUSO experiment. Presented at 34th International Cosmic Ray Conference, The Hague, The Netherlands, 30 July–6 August 2015. http://pos.sissa.it/archive/conferences/236/661/ICRC2015_661.pdf

Title: Feature Extraction Methods in JEM-EUSO Experiment
Authors: Michal Vrabel
Jan Genci
Jozef Vasilko
Pavol Bobık
Blahoslav Pastircak
Marian Putis
Publisher: Springer International Publishing
Book: Proceedings of the 2015 Federated Conference on Software Development and Object Technologies
Print ISBN: 978-3-319-46534-0

Electronic ISBN: 978-3-319-46535-7

Copyright Year: 2017
DOI: https://doi.org/10.1007/978-3-319-46535-7_27

Springer Professional

Abstract

Please log in to get access to your license.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"

Premium Partner