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Intelligent Driving Assistant Based on Road Accident Risk Map Analysis and Vehicle Telemetry
Through the application of intelligent systems in driver assistance systems, the experience of traveling by road has become much more comfortable and safe. In this sense, this paper then reports the development of an intelligent driving assistant, based on vehicle telemetry and road accident risk ma...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7147716/ https://www.ncbi.nlm.nih.gov/pubmed/32235783 http://dx.doi.org/10.3390/s20061763 |
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author | Terán, José Navarro, Loraine Quintero M., Christian G. Pardo, Mauricio |
author_facet | Terán, José Navarro, Loraine Quintero M., Christian G. Pardo, Mauricio |
author_sort | Terán, José |
collection | PubMed |
description | Through the application of intelligent systems in driver assistance systems, the experience of traveling by road has become much more comfortable and safe. In this sense, this paper then reports the development of an intelligent driving assistant, based on vehicle telemetry and road accident risk map analysis, whose responsibility is to alert the driver in order to avoid risky situations that may cause traffic accidents. In performance evaluations using real cars in a real environment, the on-board intelligent assistant reproduced real-time audio-visual alerts according to information obtained from both telemetry and road accident risk map analysis. As a result, an intelligent assistance agent based on fuzzy reasoning was obtained, which supported the driver correctly in real-time according to the telemetry data, the vehicle environment and the principles of secure driving practices and transportation regulation laws. Experimental results and conclusions emphasizing the advantages of the proposed intelligent driving assistant in the improvement of the driving task are presented. |
format | Online Article Text |
id | pubmed-7147716 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-71477162020-04-20 Intelligent Driving Assistant Based on Road Accident Risk Map Analysis and Vehicle Telemetry Terán, José Navarro, Loraine Quintero M., Christian G. Pardo, Mauricio Sensors (Basel) Article Through the application of intelligent systems in driver assistance systems, the experience of traveling by road has become much more comfortable and safe. In this sense, this paper then reports the development of an intelligent driving assistant, based on vehicle telemetry and road accident risk map analysis, whose responsibility is to alert the driver in order to avoid risky situations that may cause traffic accidents. In performance evaluations using real cars in a real environment, the on-board intelligent assistant reproduced real-time audio-visual alerts according to information obtained from both telemetry and road accident risk map analysis. As a result, an intelligent assistance agent based on fuzzy reasoning was obtained, which supported the driver correctly in real-time according to the telemetry data, the vehicle environment and the principles of secure driving practices and transportation regulation laws. Experimental results and conclusions emphasizing the advantages of the proposed intelligent driving assistant in the improvement of the driving task are presented. MDPI 2020-03-22 /pmc/articles/PMC7147716/ /pubmed/32235783 http://dx.doi.org/10.3390/s20061763 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 Terán, José Navarro, Loraine Quintero M., Christian G. Pardo, Mauricio Intelligent Driving Assistant Based on Road Accident Risk Map Analysis and Vehicle Telemetry |
title | Intelligent Driving Assistant Based on Road Accident Risk Map Analysis and Vehicle Telemetry |
title_full | Intelligent Driving Assistant Based on Road Accident Risk Map Analysis and Vehicle Telemetry |
title_fullStr | Intelligent Driving Assistant Based on Road Accident Risk Map Analysis and Vehicle Telemetry |
title_full_unstemmed | Intelligent Driving Assistant Based on Road Accident Risk Map Analysis and Vehicle Telemetry |
title_short | Intelligent Driving Assistant Based on Road Accident Risk Map Analysis and Vehicle Telemetry |
title_sort | intelligent driving assistant based on road accident risk map analysis and vehicle telemetry |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7147716/ https://www.ncbi.nlm.nih.gov/pubmed/32235783 http://dx.doi.org/10.3390/s20061763 |
work_keys_str_mv | AT teranjose intelligentdrivingassistantbasedonroadaccidentriskmapanalysisandvehicletelemetry AT navarroloraine intelligentdrivingassistantbasedonroadaccidentriskmapanalysisandvehicletelemetry AT quinteromchristiang intelligentdrivingassistantbasedonroadaccidentriskmapanalysisandvehicletelemetry AT pardomauricio intelligentdrivingassistantbasedonroadaccidentriskmapanalysisandvehicletelemetry |