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In-Vehicle Situation Monitoring for Potential Threats Detection Based on Smartphone Sensors

This paper presents an analysis of modern research related to potential threats in a vehicle cabin, which is based on situation monitoring during vehicle control and the interaction of the driver with intelligent transportation systems (ITS). In the modern world, such systems enable the detection of...

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Detalles Bibliográficos
Autores principales: Kashevnik, Alexey, Ponomarev, Andrew, Shilov, Nikolay, Chechulin, Andrey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571015/
https://www.ncbi.nlm.nih.gov/pubmed/32899524
http://dx.doi.org/10.3390/s20185049
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author Kashevnik, Alexey
Ponomarev, Andrew
Shilov, Nikolay
Chechulin, Andrey
author_facet Kashevnik, Alexey
Ponomarev, Andrew
Shilov, Nikolay
Chechulin, Andrey
author_sort Kashevnik, Alexey
collection PubMed
description This paper presents an analysis of modern research related to potential threats in a vehicle cabin, which is based on situation monitoring during vehicle control and the interaction of the driver with intelligent transportation systems (ITS). In the modern world, such systems enable the detection of potentially dangerous situations on the road, reducing accident probability. However, at the same time, such systems increase vulnerabilities in vehicles and can be sources of different threats. In this paper, we consider the primary information flows between the driver, vehicle, and infrastructure in modern ITS, and identify possible threats related to these entities. We define threat classes related to vehicle control and discuss which of them can be detected by smartphone sensors. We present a case study that supports our findings and shows the main use cases for threat identification using smartphone sensors: Drowsiness, distraction, unfastened belt, eating, drinking, and smartphone use.
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spelling pubmed-75710152020-10-28 In-Vehicle Situation Monitoring for Potential Threats Detection Based on Smartphone Sensors Kashevnik, Alexey Ponomarev, Andrew Shilov, Nikolay Chechulin, Andrey Sensors (Basel) Article This paper presents an analysis of modern research related to potential threats in a vehicle cabin, which is based on situation monitoring during vehicle control and the interaction of the driver with intelligent transportation systems (ITS). In the modern world, such systems enable the detection of potentially dangerous situations on the road, reducing accident probability. However, at the same time, such systems increase vulnerabilities in vehicles and can be sources of different threats. In this paper, we consider the primary information flows between the driver, vehicle, and infrastructure in modern ITS, and identify possible threats related to these entities. We define threat classes related to vehicle control and discuss which of them can be detected by smartphone sensors. We present a case study that supports our findings and shows the main use cases for threat identification using smartphone sensors: Drowsiness, distraction, unfastened belt, eating, drinking, and smartphone use. MDPI 2020-09-05 /pmc/articles/PMC7571015/ /pubmed/32899524 http://dx.doi.org/10.3390/s20185049 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 Article
Kashevnik, Alexey
Ponomarev, Andrew
Shilov, Nikolay
Chechulin, Andrey
In-Vehicle Situation Monitoring for Potential Threats Detection Based on Smartphone Sensors
title In-Vehicle Situation Monitoring for Potential Threats Detection Based on Smartphone Sensors
title_full In-Vehicle Situation Monitoring for Potential Threats Detection Based on Smartphone Sensors
title_fullStr In-Vehicle Situation Monitoring for Potential Threats Detection Based on Smartphone Sensors
title_full_unstemmed In-Vehicle Situation Monitoring for Potential Threats Detection Based on Smartphone Sensors
title_short In-Vehicle Situation Monitoring for Potential Threats Detection Based on Smartphone Sensors
title_sort in-vehicle situation monitoring for potential threats detection based on smartphone sensors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571015/
https://www.ncbi.nlm.nih.gov/pubmed/32899524
http://dx.doi.org/10.3390/s20185049
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