Vehicle sensing and localization in vehicular networks

In this paper, we provide a review of vehicle sensing and localization in autonomous driving. In autonomous driving, the significant and essential operation is accurate vehicular sensing. Vehicular sensing is the most demanding area of vehicular communications and has many envisioned applications in...

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Main Authors: Hasan, Nawaid, Azlan, Abd Aziz, Azwan, Mahmud, Yusoff, Alias, Rosli, Besar, Luqman Hakim, Ahmad Shah, Mohd Adnin, Hamidi
Format: Article
Language:English
English
Published: Faculty of Engineering, Universitas Indonesia 2024
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/41597/
http://umpir.ump.edu.my/id/eprint/41597/1/Vehicle%20Sensing%20and%20Localization%20in%20Vehicular%20Networks.pdf
http://umpir.ump.edu.my/id/eprint/41597/2/Vehicle%20sensing%20and%20localization%20in%20vehicular%20networks_abs.pdf
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author Hasan, Nawaid
Azlan, Abd Aziz
Azwan, Mahmud
Yusoff, Alias
Rosli, Besar
Luqman Hakim, Ahmad Shah
Mohd Adnin, Hamidi
author_facet Hasan, Nawaid
Azlan, Abd Aziz
Azwan, Mahmud
Yusoff, Alias
Rosli, Besar
Luqman Hakim, Ahmad Shah
Mohd Adnin, Hamidi
author_sort Hasan, Nawaid
building UMP Institutional Repository
collection Online Access
description In this paper, we provide a review of vehicle sensing and localization in autonomous driving. In autonomous driving, the significant and essential operation is accurate vehicular sensing. Vehicular sensing is the most demanding area of vehicular communications and has many envisioned applications in traffic safety and congestion avoidance. We begin by providing a brief overview of the Vehicular Ad Hoc Network (VANET) architecture, including its types. Additionally, we delve into in-vehicle sensors and their classification. The number of sensors in cars continues to grow, driven by their advantages in preventing injuries, enhancing driving performance, and supporting ubiquitous applications centered around vehicle sensing. We study and compare the current and existing techniques of localization (synchronous and asynchronous) and approaches for vehicle positioning, which is used for communication-based (e.g., GPS information) and reflection-based (e.g., RADAR Cameras). Also, we have also reviewed the vehicle-to-vehicle/infrastructure communications (V2X) with an emphasis on the 5G perspective.
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institution Universiti Malaysia Pahang
institution_category Local University
language English
English
last_indexed 2025-11-15T03:43:54Z
publishDate 2024
publisher Faculty of Engineering, Universitas Indonesia
recordtype eprints
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spelling ump-415972024-07-31T01:53:00Z http://umpir.ump.edu.my/id/eprint/41597/ Vehicle sensing and localization in vehicular networks Hasan, Nawaid Azlan, Abd Aziz Azwan, Mahmud Yusoff, Alias Rosli, Besar Luqman Hakim, Ahmad Shah Mohd Adnin, Hamidi T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery TL Motor vehicles. Aeronautics. Astronautics In this paper, we provide a review of vehicle sensing and localization in autonomous driving. In autonomous driving, the significant and essential operation is accurate vehicular sensing. Vehicular sensing is the most demanding area of vehicular communications and has many envisioned applications in traffic safety and congestion avoidance. We begin by providing a brief overview of the Vehicular Ad Hoc Network (VANET) architecture, including its types. Additionally, we delve into in-vehicle sensors and their classification. The number of sensors in cars continues to grow, driven by their advantages in preventing injuries, enhancing driving performance, and supporting ubiquitous applications centered around vehicle sensing. We study and compare the current and existing techniques of localization (synchronous and asynchronous) and approaches for vehicle positioning, which is used for communication-based (e.g., GPS information) and reflection-based (e.g., RADAR Cameras). Also, we have also reviewed the vehicle-to-vehicle/infrastructure communications (V2X) with an emphasis on the 5G perspective. Faculty of Engineering, Universitas Indonesia 2024 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/41597/1/Vehicle%20Sensing%20and%20Localization%20in%20Vehicular%20Networks.pdf pdf en http://umpir.ump.edu.my/id/eprint/41597/2/Vehicle%20sensing%20and%20localization%20in%20vehicular%20networks_abs.pdf Hasan, Nawaid and Azlan, Abd Aziz and Azwan, Mahmud and Yusoff, Alias and Rosli, Besar and Luqman Hakim, Ahmad Shah and Mohd Adnin, Hamidi (2024) Vehicle sensing and localization in vehicular networks. International Journal of Technology, 15 (3). pp. 641-653. ISSN 2086-9614. (Published) https://doi.org/10.14716/ijtech.v15i3.5385 https://doi.org/10.14716/ijtech.v15i3.5385
spellingShingle T Technology (General)
TA Engineering (General). Civil engineering (General)
TJ Mechanical engineering and machinery
TL Motor vehicles. Aeronautics. Astronautics
Hasan, Nawaid
Azlan, Abd Aziz
Azwan, Mahmud
Yusoff, Alias
Rosli, Besar
Luqman Hakim, Ahmad Shah
Mohd Adnin, Hamidi
Vehicle sensing and localization in vehicular networks
title Vehicle sensing and localization in vehicular networks
title_full Vehicle sensing and localization in vehicular networks
title_fullStr Vehicle sensing and localization in vehicular networks
title_full_unstemmed Vehicle sensing and localization in vehicular networks
title_short Vehicle sensing and localization in vehicular networks
title_sort vehicle sensing and localization in vehicular networks
topic T Technology (General)
TA Engineering (General). Civil engineering (General)
TJ Mechanical engineering and machinery
TL Motor vehicles. Aeronautics. Astronautics
url http://umpir.ump.edu.my/id/eprint/41597/
http://umpir.ump.edu.my/id/eprint/41597/
http://umpir.ump.edu.my/id/eprint/41597/
http://umpir.ump.edu.my/id/eprint/41597/1/Vehicle%20Sensing%20and%20Localization%20in%20Vehicular%20Networks.pdf
http://umpir.ump.edu.my/id/eprint/41597/2/Vehicle%20sensing%20and%20localization%20in%20vehicular%20networks_abs.pdf