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Analysis of Impact of Rain Conditions on ADAS

Various technologies are being developed to support safe driving. Among them, ADAS, including LDWS, is becoming increasingly common. This driver assistance system aims to create a safe road environment while compensating for the driver’s carelessness. The driver is affected by external environmental...

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Detalles Bibliográficos
Autores principales: Roh, Chang-Gyun, Kim, Jisoo, Im, I-Jeong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7727794/
https://www.ncbi.nlm.nih.gov/pubmed/33255493
http://dx.doi.org/10.3390/s20236720
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author Roh, Chang-Gyun
Kim, Jisoo
Im, I-Jeong
author_facet Roh, Chang-Gyun
Kim, Jisoo
Im, I-Jeong
author_sort Roh, Chang-Gyun
collection PubMed
description Various technologies are being developed to support safe driving. Among them, ADAS, including LDWS, is becoming increasingly common. This driver assistance system aims to create a safe road environment while compensating for the driver’s carelessness. The driver is affected by external environmental factors such as rainfall, snowfall, and bad weather conditions. ADAS is designed to recognize the surrounding situation and enable safe driving by using sensors, but it does not operate normally in bad weather conditions. In this study, we quantitatively measured the effect of bad weather conditions on the actual ADAS function. Additionally, we conducted a vehicle-based driving experiment to suggest an improvement plan for safer driving. In the driving experiment, when the vehicle driving speed was changed in four stages of rainfall, it was confirmed that it affected the View Range value, where the primary variable is the visibility of ADAS. As a result of the analysis, we demonstrated that when the rainfall exceeded a precipitation of 20 mm, the ADAS sensor did not operate, regardless of the vehicle speed. This means that a problem affecting safe driving may occur due to functionality in bad weather situations in which the driver requires ADAS assistance. Therefore, it is necessary to develop a technology that can maintain the minimum ADAS functionality under rainfall conditions and other bad weather conditions.
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spelling pubmed-77277942020-12-11 Analysis of Impact of Rain Conditions on ADAS Roh, Chang-Gyun Kim, Jisoo Im, I-Jeong Sensors (Basel) Letter Various technologies are being developed to support safe driving. Among them, ADAS, including LDWS, is becoming increasingly common. This driver assistance system aims to create a safe road environment while compensating for the driver’s carelessness. The driver is affected by external environmental factors such as rainfall, snowfall, and bad weather conditions. ADAS is designed to recognize the surrounding situation and enable safe driving by using sensors, but it does not operate normally in bad weather conditions. In this study, we quantitatively measured the effect of bad weather conditions on the actual ADAS function. Additionally, we conducted a vehicle-based driving experiment to suggest an improvement plan for safer driving. In the driving experiment, when the vehicle driving speed was changed in four stages of rainfall, it was confirmed that it affected the View Range value, where the primary variable is the visibility of ADAS. As a result of the analysis, we demonstrated that when the rainfall exceeded a precipitation of 20 mm, the ADAS sensor did not operate, regardless of the vehicle speed. This means that a problem affecting safe driving may occur due to functionality in bad weather situations in which the driver requires ADAS assistance. Therefore, it is necessary to develop a technology that can maintain the minimum ADAS functionality under rainfall conditions and other bad weather conditions. MDPI 2020-11-24 /pmc/articles/PMC7727794/ /pubmed/33255493 http://dx.doi.org/10.3390/s20236720 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Letter
Roh, Chang-Gyun
Kim, Jisoo
Im, I-Jeong
Analysis of Impact of Rain Conditions on ADAS
title Analysis of Impact of Rain Conditions on ADAS
title_full Analysis of Impact of Rain Conditions on ADAS
title_fullStr Analysis of Impact of Rain Conditions on ADAS
title_full_unstemmed Analysis of Impact of Rain Conditions on ADAS
title_short Analysis of Impact of Rain Conditions on ADAS
title_sort analysis of impact of rain conditions on adas
topic Letter
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7727794/
https://www.ncbi.nlm.nih.gov/pubmed/33255493
http://dx.doi.org/10.3390/s20236720
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