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An integrated approach of 4G LTE and DSRC (IEEE 802.11p) for Internet of Vehicles (IoV) by using a novel cluster-based efficient radio interface selection algorithm to improve Vehicular Network (VN) performance

Internet of Vehicles (IoV) is a distributed network supporting V2X communications. Two potential technologies of V2X communications are dedicated short-range communication (DSRC) and cellular network technologies. DSRC provides low latency with direct connectivity to connect vehicles in a distribute...

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Main Authors: Hussain, Shaik Mazhar, Mohamad Yusof, Kamaludin, Asuncion, Rolito, Hussain, Shaik Ashfaq, Ahmad, Afaq
Format: Book Section
Published: Springer Science and Business Media Deutschland GmbH 2022
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.utm.my/id/eprint/100638/
http://dx.doi.org/10.1007/978-981-16-9012-9_46
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spelling my.utm.1006382023-04-30T08:19:40Z http://eprints.utm.my/id/eprint/100638/ An integrated approach of 4G LTE and DSRC (IEEE 802.11p) for Internet of Vehicles (IoV) by using a novel cluster-based efficient radio interface selection algorithm to improve Vehicular Network (VN) performance Hussain, Shaik Mazhar Mohamad Yusof, Kamaludin Asuncion, Rolito Hussain, Shaik Ashfaq Ahmad, Afaq TK Electrical engineering. Electronics Nuclear engineering Internet of Vehicles (IoV) is a distributed network supporting V2X communications. Two potential technologies of V2X communications are dedicated short-range communication (DSRC) and cellular network technologies. DSRC provides low latency with direct connectivity to connect vehicles in a distributed manner. However, it suffers from reliability and serious link degradation problems. In contrast, cellular network offers high capacity, wider cell coverage range but suffers from high latencies due to long transmission time intervals. Hence, cellular networks limit their ability to support low-latency V2V communications, jeopardizing the effectiveness of safety applications. Hence, considering the above issues, single technology might not suffice the requirements of V2X applications under varying vehicle density scenarios. Therefore, for efficient V2X communications, it is required to interwork with DSRC and cellular technologies. Most of the existing solutions were based on either DSRC alone or cellular networks alone. Very few research works evaluated the performance of vehicular networks using hybrid approach. This paper reviews potential DSRC and wireless integrated solutions for efficient vehicular communications. Secondly, we highlight the limitations of each supporting vehicular communications. Then, we provide brief comparative analysis of each paper. Finally, we propose our algorithm to integrate DSRC and 4G LTE with novel optimal clustering-based data forwarding protocol for efficient data transmission in IoV. The performance of the proposed algorithm is evaluated in terms of end-to-end delay and throughput and compared with the existing approaches using NS-3 simulation tool. Springer Science and Business Media Deutschland GmbH 2022 Book Section PeerReviewed Hussain, Shaik Mazhar and Mohamad Yusof, Kamaludin and Asuncion, Rolito and Hussain, Shaik Ashfaq and Ahmad, Afaq (2022) An integrated approach of 4G LTE and DSRC (IEEE 802.11p) for Internet of Vehicles (IoV) by using a novel cluster-based efficient radio interface selection algorithm to improve Vehicular Network (VN) performance. In: Sustainable Advanced Computing Select Proceedings of ICSAC 2021. Lecture Notes in Electrical Engineering, 840 (NA). Springer Science and Business Media Deutschland GmbH, Singapore, pp. 569-583. ISBN 978-981169011-2 http://dx.doi.org/10.1007/978-981-16-9012-9_46 DOI:10.1007/978-981-16-9012-9_46
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Hussain, Shaik Mazhar
Mohamad Yusof, Kamaludin
Asuncion, Rolito
Hussain, Shaik Ashfaq
Ahmad, Afaq
An integrated approach of 4G LTE and DSRC (IEEE 802.11p) for Internet of Vehicles (IoV) by using a novel cluster-based efficient radio interface selection algorithm to improve Vehicular Network (VN) performance
description Internet of Vehicles (IoV) is a distributed network supporting V2X communications. Two potential technologies of V2X communications are dedicated short-range communication (DSRC) and cellular network technologies. DSRC provides low latency with direct connectivity to connect vehicles in a distributed manner. However, it suffers from reliability and serious link degradation problems. In contrast, cellular network offers high capacity, wider cell coverage range but suffers from high latencies due to long transmission time intervals. Hence, cellular networks limit their ability to support low-latency V2V communications, jeopardizing the effectiveness of safety applications. Hence, considering the above issues, single technology might not suffice the requirements of V2X applications under varying vehicle density scenarios. Therefore, for efficient V2X communications, it is required to interwork with DSRC and cellular technologies. Most of the existing solutions were based on either DSRC alone or cellular networks alone. Very few research works evaluated the performance of vehicular networks using hybrid approach. This paper reviews potential DSRC and wireless integrated solutions for efficient vehicular communications. Secondly, we highlight the limitations of each supporting vehicular communications. Then, we provide brief comparative analysis of each paper. Finally, we propose our algorithm to integrate DSRC and 4G LTE with novel optimal clustering-based data forwarding protocol for efficient data transmission in IoV. The performance of the proposed algorithm is evaluated in terms of end-to-end delay and throughput and compared with the existing approaches using NS-3 simulation tool.
format Book Section
author Hussain, Shaik Mazhar
Mohamad Yusof, Kamaludin
Asuncion, Rolito
Hussain, Shaik Ashfaq
Ahmad, Afaq
author_facet Hussain, Shaik Mazhar
Mohamad Yusof, Kamaludin
Asuncion, Rolito
Hussain, Shaik Ashfaq
Ahmad, Afaq
author_sort Hussain, Shaik Mazhar
title An integrated approach of 4G LTE and DSRC (IEEE 802.11p) for Internet of Vehicles (IoV) by using a novel cluster-based efficient radio interface selection algorithm to improve Vehicular Network (VN) performance
title_short An integrated approach of 4G LTE and DSRC (IEEE 802.11p) for Internet of Vehicles (IoV) by using a novel cluster-based efficient radio interface selection algorithm to improve Vehicular Network (VN) performance
title_full An integrated approach of 4G LTE and DSRC (IEEE 802.11p) for Internet of Vehicles (IoV) by using a novel cluster-based efficient radio interface selection algorithm to improve Vehicular Network (VN) performance
title_fullStr An integrated approach of 4G LTE and DSRC (IEEE 802.11p) for Internet of Vehicles (IoV) by using a novel cluster-based efficient radio interface selection algorithm to improve Vehicular Network (VN) performance
title_full_unstemmed An integrated approach of 4G LTE and DSRC (IEEE 802.11p) for Internet of Vehicles (IoV) by using a novel cluster-based efficient radio interface selection algorithm to improve Vehicular Network (VN) performance
title_sort integrated approach of 4g lte and dsrc (ieee 802.11p) for internet of vehicles (iov) by using a novel cluster-based efficient radio interface selection algorithm to improve vehicular network (vn) performance
publisher Springer Science and Business Media Deutschland GmbH
publishDate 2022
url http://eprints.utm.my/id/eprint/100638/
http://dx.doi.org/10.1007/978-981-16-9012-9_46
_version_ 1765296681316777984
score 13.211869

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