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Experimental Study Regarding Long Range LiDAR Capabilities in Sensing Safety Distance for Vehicle Application

The safety of vehicles is one of the major goals of driving automation. The safety distance is longer for rail vehicles such as trams because of the adherence limitations of the wheel-to-rail system. The major issues of fixed frontal sensing are fake target detection, blind spots related to rail slo...

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Autores principales: Popa, Gabriel, Gheți, Marius-Alin, Tudor, Emil, Vasile, Ionuț, Sburlan, Ion-Cătălin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9371142/
https://www.ncbi.nlm.nih.gov/pubmed/35957289
http://dx.doi.org/10.3390/s22155731
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author Popa, Gabriel
Gheți, Marius-Alin
Tudor, Emil
Vasile, Ionuț
Sburlan, Ion-Cătălin
author_facet Popa, Gabriel
Gheți, Marius-Alin
Tudor, Emil
Vasile, Ionuț
Sburlan, Ion-Cătălin
author_sort Popa, Gabriel
collection PubMed
description The safety of vehicles is one of the major goals of driving automation. The safety distance is longer for rail vehicles such as trams because of the adherence limitations of the wheel-to-rail system. The major issues of fixed frontal sensing are fake target detection, blind spots related to rail slopes, curves, and random changes in the target’s illumination or reflectivity. In this experimental study, distance measurements were performed using a scaled tram model equipped with a LiDAR sensor with a narrow field of view, under different conditions of illumination, size, and reflectivity of the target objects, and using different track configurations, to evaluate the effectiveness of such sensors in collision-avoidance systems for rail applications. The experimental findings are underlining the sensor’s sensitivity to fake targets, objects in the sensor’s blind spots, and special optical interferences, which are important for evaluating long-range LiDAR capabilities in sensing safety distance for vehicles. The conclusions can help developers to produce a dedicated colliding prevention system for trams and to identify the zones with high risk in the track where additional protection methods should be used. The LiDAR sensor must be used in conjunction with additional sensors to perform all the security tasks of an anti-colliding system for the tram.
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spelling pubmed-93711422022-08-12 Experimental Study Regarding Long Range LiDAR Capabilities in Sensing Safety Distance for Vehicle Application Popa, Gabriel Gheți, Marius-Alin Tudor, Emil Vasile, Ionuț Sburlan, Ion-Cătălin Sensors (Basel) Article The safety of vehicles is one of the major goals of driving automation. The safety distance is longer for rail vehicles such as trams because of the adherence limitations of the wheel-to-rail system. The major issues of fixed frontal sensing are fake target detection, blind spots related to rail slopes, curves, and random changes in the target’s illumination or reflectivity. In this experimental study, distance measurements were performed using a scaled tram model equipped with a LiDAR sensor with a narrow field of view, under different conditions of illumination, size, and reflectivity of the target objects, and using different track configurations, to evaluate the effectiveness of such sensors in collision-avoidance systems for rail applications. The experimental findings are underlining the sensor’s sensitivity to fake targets, objects in the sensor’s blind spots, and special optical interferences, which are important for evaluating long-range LiDAR capabilities in sensing safety distance for vehicles. The conclusions can help developers to produce a dedicated colliding prevention system for trams and to identify the zones with high risk in the track where additional protection methods should be used. The LiDAR sensor must be used in conjunction with additional sensors to perform all the security tasks of an anti-colliding system for the tram. MDPI 2022-07-31 /pmc/articles/PMC9371142/ /pubmed/35957289 http://dx.doi.org/10.3390/s22155731 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Popa, Gabriel
Gheți, Marius-Alin
Tudor, Emil
Vasile, Ionuț
Sburlan, Ion-Cătălin
Experimental Study Regarding Long Range LiDAR Capabilities in Sensing Safety Distance for Vehicle Application
title Experimental Study Regarding Long Range LiDAR Capabilities in Sensing Safety Distance for Vehicle Application
title_full Experimental Study Regarding Long Range LiDAR Capabilities in Sensing Safety Distance for Vehicle Application
title_fullStr Experimental Study Regarding Long Range LiDAR Capabilities in Sensing Safety Distance for Vehicle Application
title_full_unstemmed Experimental Study Regarding Long Range LiDAR Capabilities in Sensing Safety Distance for Vehicle Application
title_short Experimental Study Regarding Long Range LiDAR Capabilities in Sensing Safety Distance for Vehicle Application
title_sort experimental study regarding long range lidar capabilities in sensing safety distance for vehicle application
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9371142/
https://www.ncbi.nlm.nih.gov/pubmed/35957289
http://dx.doi.org/10.3390/s22155731
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