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RSS Model Improvement Considering Road Conditions for the Application of a Variable Focus Function Camera

The automobile industry has developed dramatically in recent years, the supply of vehicles has also increased, and thus it has become deeply established in everyday life. Recently, as the supply of vehicles with autonomous driving functions increases, the safety of vehicles is also an emerging issue...

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Detalles Bibliográficos
Autores principales: Kim, Min Joong, Kim, Young Min
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9865849/
https://www.ncbi.nlm.nih.gov/pubmed/36679387
http://dx.doi.org/10.3390/s23020592
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author Kim, Min Joong
Kim, Young Min
author_facet Kim, Min Joong
Kim, Young Min
author_sort Kim, Min Joong
collection PubMed
description The automobile industry has developed dramatically in recent years, the supply of vehicles has also increased, and thus it has become deeply established in everyday life. Recently, as the supply of vehicles with autonomous driving functions increases, the safety of vehicles is also an emerging issue. Various car-following models for the safe driving of vehicles have long been studied by various people, and recently, a Responsibility-Sensitive Safety (RSS) model has been proposed by Mobileye. However, in existing car-following models or the RSS model, the safe distance between vehicles is presented using only vehicle speed and acceleration information, so there is a limitation in that it cannot respond to changes in road conditions due to the weather. In this paper, in order to ensure safety when the RSS model is applied to a variable focus function camera, an improved RSS model is presented in consideration of the changes in road conditions due to changes in weather, and a safety distance is derived based on the proposed model.
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spelling pubmed-98658492023-01-22 RSS Model Improvement Considering Road Conditions for the Application of a Variable Focus Function Camera Kim, Min Joong Kim, Young Min Sensors (Basel) Article The automobile industry has developed dramatically in recent years, the supply of vehicles has also increased, and thus it has become deeply established in everyday life. Recently, as the supply of vehicles with autonomous driving functions increases, the safety of vehicles is also an emerging issue. Various car-following models for the safe driving of vehicles have long been studied by various people, and recently, a Responsibility-Sensitive Safety (RSS) model has been proposed by Mobileye. However, in existing car-following models or the RSS model, the safe distance between vehicles is presented using only vehicle speed and acceleration information, so there is a limitation in that it cannot respond to changes in road conditions due to the weather. In this paper, in order to ensure safety when the RSS model is applied to a variable focus function camera, an improved RSS model is presented in consideration of the changes in road conditions due to changes in weather, and a safety distance is derived based on the proposed model. MDPI 2023-01-04 /pmc/articles/PMC9865849/ /pubmed/36679387 http://dx.doi.org/10.3390/s23020592 Text en © 2023 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
Kim, Min Joong
Kim, Young Min
RSS Model Improvement Considering Road Conditions for the Application of a Variable Focus Function Camera
title RSS Model Improvement Considering Road Conditions for the Application of a Variable Focus Function Camera
title_full RSS Model Improvement Considering Road Conditions for the Application of a Variable Focus Function Camera
title_fullStr RSS Model Improvement Considering Road Conditions for the Application of a Variable Focus Function Camera
title_full_unstemmed RSS Model Improvement Considering Road Conditions for the Application of a Variable Focus Function Camera
title_short RSS Model Improvement Considering Road Conditions for the Application of a Variable Focus Function Camera
title_sort rss model improvement considering road conditions for the application of a variable focus function camera
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9865849/
https://www.ncbi.nlm.nih.gov/pubmed/36679387
http://dx.doi.org/10.3390/s23020592
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