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Definition of an Enhanced Map-Matching Algorithm for Urban Environments with Poor GNSS Signal Quality

Vehicle positioning is a key factor for numerous information and assistance applications that are included in vehicles and for which satellite positioning is mainly used. However, this positioning process can result in errors and lead to measurement uncertainties. These errors come mainly from two s...

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Detalles Bibliográficos
Autores principales: Jiménez, Felipe, Monzón, Sergio, Naranjo, Jose Eugenio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4801570/
https://www.ncbi.nlm.nih.gov/pubmed/26861320
http://dx.doi.org/10.3390/s16020193
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author Jiménez, Felipe
Monzón, Sergio
Naranjo, Jose Eugenio
author_facet Jiménez, Felipe
Monzón, Sergio
Naranjo, Jose Eugenio
author_sort Jiménez, Felipe
collection PubMed
description Vehicle positioning is a key factor for numerous information and assistance applications that are included in vehicles and for which satellite positioning is mainly used. However, this positioning process can result in errors and lead to measurement uncertainties. These errors come mainly from two sources: errors and simplifications of digital maps and errors in locating the vehicle. From that inaccurate data, the task of assigning the vehicle’s location to a link on the digital map at every instant is carried out by map-matching algorithms. These algorithms have been developed to fulfil that need and attempt to amend these errors to offer the user a suitable positioning. In this research; an algorithm is developed that attempts to solve the errors in positioning when the Global Navigation Satellite System (GNSS) signal reception is frequently lost. The algorithm has been tested with satisfactory results in a complex urban environment of narrow streets and tall buildings where errors and signal reception losses of the GPS receiver are frequent.
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spelling pubmed-48015702016-03-25 Definition of an Enhanced Map-Matching Algorithm for Urban Environments with Poor GNSS Signal Quality Jiménez, Felipe Monzón, Sergio Naranjo, Jose Eugenio Sensors (Basel) Article Vehicle positioning is a key factor for numerous information and assistance applications that are included in vehicles and for which satellite positioning is mainly used. However, this positioning process can result in errors and lead to measurement uncertainties. These errors come mainly from two sources: errors and simplifications of digital maps and errors in locating the vehicle. From that inaccurate data, the task of assigning the vehicle’s location to a link on the digital map at every instant is carried out by map-matching algorithms. These algorithms have been developed to fulfil that need and attempt to amend these errors to offer the user a suitable positioning. In this research; an algorithm is developed that attempts to solve the errors in positioning when the Global Navigation Satellite System (GNSS) signal reception is frequently lost. The algorithm has been tested with satisfactory results in a complex urban environment of narrow streets and tall buildings where errors and signal reception losses of the GPS receiver are frequent. MDPI 2016-02-04 /pmc/articles/PMC4801570/ /pubmed/26861320 http://dx.doi.org/10.3390/s16020193 Text en © 2016 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons by Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Jiménez, Felipe
Monzón, Sergio
Naranjo, Jose Eugenio
Definition of an Enhanced Map-Matching Algorithm for Urban Environments with Poor GNSS Signal Quality
title Definition of an Enhanced Map-Matching Algorithm for Urban Environments with Poor GNSS Signal Quality
title_full Definition of an Enhanced Map-Matching Algorithm for Urban Environments with Poor GNSS Signal Quality
title_fullStr Definition of an Enhanced Map-Matching Algorithm for Urban Environments with Poor GNSS Signal Quality
title_full_unstemmed Definition of an Enhanced Map-Matching Algorithm for Urban Environments with Poor GNSS Signal Quality
title_short Definition of an Enhanced Map-Matching Algorithm for Urban Environments with Poor GNSS Signal Quality
title_sort definition of an enhanced map-matching algorithm for urban environments with poor gnss signal quality
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4801570/
https://www.ncbi.nlm.nih.gov/pubmed/26861320
http://dx.doi.org/10.3390/s16020193
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