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A Low-Cost, High-Precision Vehicle Navigation System for Deep Urban Multipath Environment Using TDCP Measurements †

In this study, we developed a low-cost, high-precision vehicle navigation system for deep urban multipath environments using time-differenced carrier phase (TDCP) measurements. Although many studies are being conducted to navigate autonomous vehicles using the global positioning system (GPS), it is...

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Detalles Bibliográficos
Autores principales: Kim, Jungbeom, Park, Minhuck, Bae, Yonghwan, Kim, O-Jong, Kim, Donguk, Kim, Bugyeom, Kee, Changdon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7313706/
https://www.ncbi.nlm.nih.gov/pubmed/32517375
http://dx.doi.org/10.3390/s20113254
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author Kim, Jungbeom
Park, Minhuck
Bae, Yonghwan
Kim, O-Jong
Kim, Donguk
Kim, Bugyeom
Kee, Changdon
author_facet Kim, Jungbeom
Park, Minhuck
Bae, Yonghwan
Kim, O-Jong
Kim, Donguk
Kim, Bugyeom
Kee, Changdon
author_sort Kim, Jungbeom
collection PubMed
description In this study, we developed a low-cost, high-precision vehicle navigation system for deep urban multipath environments using time-differenced carrier phase (TDCP) measurements. Although many studies are being conducted to navigate autonomous vehicles using the global positioning system (GPS), it is difficult to obtain accurate navigation solutions due to multipath errors in urban environments. Low-cost GPS receivers that determine the solution based on pseudorange measurements are vulnerable to multipath errors. We used carrier phase measurements that are more robust for multipath errors. Without correction information from reference stations, the limited information of a low-cost, single-frequency receiver makes it difficult to quickly and accurately determine integer ambiguity of carrier phase measurements. We used TDCP measurements to eliminate the need to determine integer ambiguity that is time-invariant and we combined TDCP-based GPS with an inertial navigation system to overcome deep urban multipath environments. Furthermore, we considered a cycle slip algorithm for its accuracy and a multi-constellation navigation system for its availability. The results of dynamic field tests in a deep urban area indicated that it could achieve horizontal accuracy of at the submeter level.
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spelling pubmed-73137062020-06-29 A Low-Cost, High-Precision Vehicle Navigation System for Deep Urban Multipath Environment Using TDCP Measurements † Kim, Jungbeom Park, Minhuck Bae, Yonghwan Kim, O-Jong Kim, Donguk Kim, Bugyeom Kee, Changdon Sensors (Basel) Article In this study, we developed a low-cost, high-precision vehicle navigation system for deep urban multipath environments using time-differenced carrier phase (TDCP) measurements. Although many studies are being conducted to navigate autonomous vehicles using the global positioning system (GPS), it is difficult to obtain accurate navigation solutions due to multipath errors in urban environments. Low-cost GPS receivers that determine the solution based on pseudorange measurements are vulnerable to multipath errors. We used carrier phase measurements that are more robust for multipath errors. Without correction information from reference stations, the limited information of a low-cost, single-frequency receiver makes it difficult to quickly and accurately determine integer ambiguity of carrier phase measurements. We used TDCP measurements to eliminate the need to determine integer ambiguity that is time-invariant and we combined TDCP-based GPS with an inertial navigation system to overcome deep urban multipath environments. Furthermore, we considered a cycle slip algorithm for its accuracy and a multi-constellation navigation system for its availability. The results of dynamic field tests in a deep urban area indicated that it could achieve horizontal accuracy of at the submeter level. MDPI 2020-06-07 /pmc/articles/PMC7313706/ /pubmed/32517375 http://dx.doi.org/10.3390/s20113254 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
Kim, Jungbeom
Park, Minhuck
Bae, Yonghwan
Kim, O-Jong
Kim, Donguk
Kim, Bugyeom
Kee, Changdon
A Low-Cost, High-Precision Vehicle Navigation System for Deep Urban Multipath Environment Using TDCP Measurements †
title A Low-Cost, High-Precision Vehicle Navigation System for Deep Urban Multipath Environment Using TDCP Measurements †
title_full A Low-Cost, High-Precision Vehicle Navigation System for Deep Urban Multipath Environment Using TDCP Measurements †
title_fullStr A Low-Cost, High-Precision Vehicle Navigation System for Deep Urban Multipath Environment Using TDCP Measurements †
title_full_unstemmed A Low-Cost, High-Precision Vehicle Navigation System for Deep Urban Multipath Environment Using TDCP Measurements †
title_short A Low-Cost, High-Precision Vehicle Navigation System for Deep Urban Multipath Environment Using TDCP Measurements †
title_sort low-cost, high-precision vehicle navigation system for deep urban multipath environment using tdcp measurements †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7313706/
https://www.ncbi.nlm.nih.gov/pubmed/32517375
http://dx.doi.org/10.3390/s20113254
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