Assessment of Treatment Influence in Mobile Network Coverage on Board High-Speed Trains

In this paper, we investigate the systematic change in the signal quality of mobile telecommunication systems inside a high-speed train. Using commercial mobile phones, we perform measurements inside a carriage of a high-speed train with an installed repeater and inside a carriage of a different hig...

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Main Authors: Orlando S. Trindade, Taulant Berisha, Philipp Svoboda, Efstathia Bura, Christoph F. Mecklenbrauker
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9186122/
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author Orlando S. Trindade
Taulant Berisha
Philipp Svoboda
Efstathia Bura
Christoph F. Mecklenbrauker
author_facet Orlando S. Trindade
Taulant Berisha
Philipp Svoboda
Efstathia Bura
Christoph F. Mecklenbrauker
author_sort Orlando S. Trindade
collection DOAJ
description In this paper, we investigate the systematic change in the signal quality of mobile telecommunication systems inside a high-speed train. Using commercial mobile phones, we perform measurements inside a carriage of a high-speed train with an installed repeater and inside a carriage of a different high-speed train equipped with low radio frequency attenuation windows. We carry out additional reference measurements inside regular carriages of a high speed train. We use the adjusted Harrell-Davis method and the nonparametric bootstrap to test multiple quantiles of samples from the key performance indicators produced by the commercial mobile phones. In addition, we propose a common framework to standardize future comparisons on such studies. The results confirm considerable improvements in signal quality resulting from both the repeater and low RF attenuation windows.
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spelling doaj.art-a8218e159a58424e95131f5dde0bb2b52022-12-21T22:54:51ZengIEEEIEEE Access2169-35362020-01-01816294516296010.1109/ACCESS.2020.30216479186122Assessment of Treatment Influence in Mobile Network Coverage on Board High-Speed TrainsOrlando S. Trindade0https://orcid.org/0000-0001-5717-937XTaulant Berisha1https://orcid.org/0000-0002-6078-5327Philipp Svoboda2https://orcid.org/0000-0002-2277-0378Efstathia Bura3https://orcid.org/0000-0003-4972-5320Christoph F. Mecklenbrauker4https://orcid.org/0000-0001-9571-0379TU Wien, Vienna, AustriaDimetor GmbH, Vienna, AustriaTU Wien, Vienna, AustriaTU Wien, Vienna, AustriaTU Wien, Vienna, AustriaIn this paper, we investigate the systematic change in the signal quality of mobile telecommunication systems inside a high-speed train. Using commercial mobile phones, we perform measurements inside a carriage of a high-speed train with an installed repeater and inside a carriage of a different high-speed train equipped with low radio frequency attenuation windows. We carry out additional reference measurements inside regular carriages of a high speed train. We use the adjusted Harrell-Davis method and the nonparametric bootstrap to test multiple quantiles of samples from the key performance indicators produced by the commercial mobile phones. In addition, we propose a common framework to standardize future comparisons on such studies. The results confirm considerable improvements in signal quality resulting from both the repeater and low RF attenuation windows.https://ieeexplore.ieee.org/document/9186122/Vehicular channel characterizationinferential statisticsmobile network measurementmobile network service qualityRF signalhigh-speed trains
spellingShingle Orlando S. Trindade
Taulant Berisha
Philipp Svoboda
Efstathia Bura
Christoph F. Mecklenbrauker
Assessment of Treatment Influence in Mobile Network Coverage on Board High-Speed Trains
IEEE Access
Vehicular channel characterization
inferential statistics
mobile network measurement
mobile network service quality
RF signal
high-speed trains
title Assessment of Treatment Influence in Mobile Network Coverage on Board High-Speed Trains
title_full Assessment of Treatment Influence in Mobile Network Coverage on Board High-Speed Trains
title_fullStr Assessment of Treatment Influence in Mobile Network Coverage on Board High-Speed Trains
title_full_unstemmed Assessment of Treatment Influence in Mobile Network Coverage on Board High-Speed Trains
title_short Assessment of Treatment Influence in Mobile Network Coverage on Board High-Speed Trains
title_sort assessment of treatment influence in mobile network coverage on board high speed trains
topic Vehicular channel characterization
inferential statistics
mobile network measurement
mobile network service quality
RF signal
high-speed trains
url https://ieeexplore.ieee.org/document/9186122/
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AT philippsvoboda assessmentoftreatmentinfluenceinmobilenetworkcoverageonboardhighspeedtrains
AT efstathiabura assessmentoftreatmentinfluenceinmobilenetworkcoverageonboardhighspeedtrains
AT christophfmecklenbrauker assessmentoftreatmentinfluenceinmobilenetworkcoverageonboardhighspeedtrains