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A survey of ranging techniques for vehicle localization in intelligence transportation system: challenges and opportunities

Observing the vehicles movement becomes an urgent necessity due to exponentially increasing numbers of vehicles in the world. However, to this regard, a good deal of research had been presented to estimate the exact physical position of the vehicle. The major challenges faced vehicle localiz...

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Main Authors: Bakhuraisa, Yaser, Abd Aziz, Azlan, Tan, Kim Geok, Jamian, Saifulnizan, Mustakim, Fajaruddin
Format: Article
Language:English
Published: Institute of Advanced Engineering and Science 2022
Subjects:
T Technology (General)
Online Access:http://eprints.uthm.edu.my/8117/1/J14851_5f15939c5fba35f300358a56bf9ad22e.pdf
http://eprints.uthm.edu.my/8117/
https://doi.org/10.11591/ijece.v12i6.pp6248-6260
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spelling my.uthm.eprints.81172022-12-18T02:59:39Z http://eprints.uthm.edu.my/8117/ A survey of ranging techniques for vehicle localization in intelligence transportation system: challenges and opportunities Bakhuraisa, Yaser Abd Aziz, Azlan Tan, Kim Geok Jamian, Saifulnizan Mustakim, Fajaruddin T Technology (General) Observing the vehicles movement becomes an urgent necessity due to exponentially increasing numbers of vehicles in the world. However, to this regard, a good deal of research had been presented to estimate the exact physical position of the vehicle. The major challenges faced vehicle localization systems are large coverage areas required, positioning at diverse environments and positioning during a high-speed movement. However, in this paper, the challenges of employing the vehicle localization techniques, which rely on the propagation signal properties, are discussed. Moreover, a comparison between these techniques, in terms of accuracy, responsiveness, scalability, cost, and complexity, is conducted. The presented positioning technologies are classified into five categories: satellite based, radio frequency based, radio waves based, optical based, and sound based. The discussion shows that, both of satellite-based technology and cellular-based technology are emerge solutions to overcome the challenges of vehicle positioning. Satellite-based can provide a high accurate positioning in open outdoor environment, whereas the cellular-based can provide accurate and reliable vehicle localization in urban environment, it can support non-line of sight (NLOS) positioning and provide large coverage and high data transmission. The paper also shows that, the standalone localization technology still has limitations. Therefore, we discussed how the presented techniques are integrated to improve the positioning performance. Institute of Advanced Engineering and Science 2022 Article PeerReviewed text en http://eprints.uthm.edu.my/8117/1/J14851_5f15939c5fba35f300358a56bf9ad22e.pdf Bakhuraisa, Yaser and Abd Aziz, Azlan and Tan, Kim Geok and Jamian, Saifulnizan and Mustakim, Fajaruddin (2022) A survey of ranging techniques for vehicle localization in intelligence transportation system: challenges and opportunities. International Journal of Electrical and Computer Engineering (IJECE), 12 (6). pp. 6248-6260. ISSN 2088-8708 https://doi.org/10.11591/ijece.v12i6.pp6248-6260
institution Universiti Tun Hussein Onn Malaysia
building UTHM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tun Hussein Onn Malaysia
content_source UTHM Institutional Repository
url_provider http://eprints.uthm.edu.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Bakhuraisa, Yaser
Abd Aziz, Azlan
Tan, Kim Geok
Jamian, Saifulnizan
Mustakim, Fajaruddin
A survey of ranging techniques for vehicle localization in intelligence transportation system: challenges and opportunities
description Observing the vehicles movement becomes an urgent necessity due to exponentially increasing numbers of vehicles in the world. However, to this regard, a good deal of research had been presented to estimate the exact physical position of the vehicle. The major challenges faced vehicle localization systems are large coverage areas required, positioning at diverse environments and positioning during a high-speed movement. However, in this paper, the challenges of employing the vehicle localization techniques, which rely on the propagation signal properties, are discussed. Moreover, a comparison between these techniques, in terms of accuracy, responsiveness, scalability, cost, and complexity, is conducted. The presented positioning technologies are classified into five categories: satellite based, radio frequency based, radio waves based, optical based, and sound based. The discussion shows that, both of satellite-based technology and cellular-based technology are emerge solutions to overcome the challenges of vehicle positioning. Satellite-based can provide a high accurate positioning in open outdoor environment, whereas the cellular-based can provide accurate and reliable vehicle localization in urban environment, it can support non-line of sight (NLOS) positioning and provide large coverage and high data transmission. The paper also shows that, the standalone localization technology still has limitations. Therefore, we discussed how the presented techniques are integrated to improve the positioning performance.
format Article
author Bakhuraisa, Yaser
Abd Aziz, Azlan
Tan, Kim Geok
Jamian, Saifulnizan
Mustakim, Fajaruddin
author_facet Bakhuraisa, Yaser
Abd Aziz, Azlan
Tan, Kim Geok
Jamian, Saifulnizan
Mustakim, Fajaruddin
author_sort Bakhuraisa, Yaser
title A survey of ranging techniques for vehicle localization in intelligence transportation system: challenges and opportunities
title_short A survey of ranging techniques for vehicle localization in intelligence transportation system: challenges and opportunities
title_full A survey of ranging techniques for vehicle localization in intelligence transportation system: challenges and opportunities
title_fullStr A survey of ranging techniques for vehicle localization in intelligence transportation system: challenges and opportunities
title_full_unstemmed A survey of ranging techniques for vehicle localization in intelligence transportation system: challenges and opportunities
title_sort survey of ranging techniques for vehicle localization in intelligence transportation system: challenges and opportunities
publisher Institute of Advanced Engineering and Science
publishDate 2022
url http://eprints.uthm.edu.my/8117/1/J14851_5f15939c5fba35f300358a56bf9ad22e.pdf
http://eprints.uthm.edu.my/8117/
https://doi.org/10.11591/ijece.v12i6.pp6248-6260
_version_ 1753790425718587392
score 13.211869

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