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Performance evaluation of throughput and end-to-end delay using an Optimized Cluster Based Data Forwarding (OCDF) protocol

V2X communications are defined as the communication between vehicles and various elements of the intelligent transportation system (ITS). Two potential technologies of V2X communication are cellular and dedicated short-range communication (DSRC). Each of the technologies have their own limitations....

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Main Authors: Hussain, Shaik Mazhar, Mohamad Yusof, Kamaludin, Hussain, Shaik Ashfaq
Format: Conference or Workshop Item
Published: 2022
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.utm.my/id/eprint/101666/
http://dx.doi.org/10.1007/978-981-16-3675-2_3
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spelling my.utm.1016662023-07-03T03:53:04Z http://eprints.utm.my/id/eprint/101666/ Performance evaluation of throughput and end-to-end delay using an Optimized Cluster Based Data Forwarding (OCDF) protocol Hussain, Shaik Mazhar Mohamad Yusof, Kamaludin Hussain, Shaik Ashfaq TK Electrical engineering. Electronics Nuclear engineering V2X communications are defined as the communication between vehicles and various elements of the intelligent transportation system (ITS). Two potential technologies of V2X communication are cellular and dedicated short-range communication (DSRC). Each of the technologies have their own limitations. DSRC offers low latency which are vital for vehicle safety applications. However, due to limited spectrum and short range, the performance of DSRC under high vehicle density scenarios degrades. Cellular network offers larger coverage range, high data rates, and high bandwidth. However, it suffers from higher latencies due to long transmission time intervals. Hence, there is a need to integrate DSRC and LTE as a heterogeneous solution to enhance the performance of vehicular networks in urban environments. In this paper, we have proposed a novel optimized cluster-based data forwarding (OCDF) protocol with an intelligent radio interface selection scheme to overcome the issues related with network performance when DSRC and cellular networks used alone. To evaluate the proposed protocol, three traffic applications were considered—safety services, bandwidth services, and voice services. Appropriate radio interface will be selected by determining packet loss ratio (PLR) levels. A minimum threshold value of PLR will be set by which radio interface can be selected intelligently. The proposed approach is compared with the existing approaches, and the performance of the throughput and end-to-end delay is evaluated using NS-3 simulation tool. Result shows that the performance of throughput and end-to-end delay is improved in comparison to the existing approaches under urban environments. 2022 Conference or Workshop Item PeerReviewed Hussain, Shaik Mazhar and Mohamad Yusof, Kamaludin and Hussain, Shaik Ashfaq (2022) Performance evaluation of throughput and end-to-end delay using an Optimized Cluster Based Data Forwarding (OCDF) protocol. In: International Conference on Ubiquitous Intelligent Systems, ICUIS 2021, 16 April 2021 - 17 April 2021, Gobichettipalayam, India. http://dx.doi.org/10.1007/978-981-16-3675-2_3
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
Hussain, Shaik Ashfaq
Performance evaluation of throughput and end-to-end delay using an Optimized Cluster Based Data Forwarding (OCDF) protocol
description V2X communications are defined as the communication between vehicles and various elements of the intelligent transportation system (ITS). Two potential technologies of V2X communication are cellular and dedicated short-range communication (DSRC). Each of the technologies have their own limitations. DSRC offers low latency which are vital for vehicle safety applications. However, due to limited spectrum and short range, the performance of DSRC under high vehicle density scenarios degrades. Cellular network offers larger coverage range, high data rates, and high bandwidth. However, it suffers from higher latencies due to long transmission time intervals. Hence, there is a need to integrate DSRC and LTE as a heterogeneous solution to enhance the performance of vehicular networks in urban environments. In this paper, we have proposed a novel optimized cluster-based data forwarding (OCDF) protocol with an intelligent radio interface selection scheme to overcome the issues related with network performance when DSRC and cellular networks used alone. To evaluate the proposed protocol, three traffic applications were considered—safety services, bandwidth services, and voice services. Appropriate radio interface will be selected by determining packet loss ratio (PLR) levels. A minimum threshold value of PLR will be set by which radio interface can be selected intelligently. The proposed approach is compared with the existing approaches, and the performance of the throughput and end-to-end delay is evaluated using NS-3 simulation tool. Result shows that the performance of throughput and end-to-end delay is improved in comparison to the existing approaches under urban environments.
format Conference or Workshop Item
author Hussain, Shaik Mazhar
Mohamad Yusof, Kamaludin
Hussain, Shaik Ashfaq
author_facet Hussain, Shaik Mazhar
Mohamad Yusof, Kamaludin
Hussain, Shaik Ashfaq
author_sort Hussain, Shaik Mazhar
title Performance evaluation of throughput and end-to-end delay using an Optimized Cluster Based Data Forwarding (OCDF) protocol
title_short Performance evaluation of throughput and end-to-end delay using an Optimized Cluster Based Data Forwarding (OCDF) protocol
title_full Performance evaluation of throughput and end-to-end delay using an Optimized Cluster Based Data Forwarding (OCDF) protocol
title_fullStr Performance evaluation of throughput and end-to-end delay using an Optimized Cluster Based Data Forwarding (OCDF) protocol
title_full_unstemmed Performance evaluation of throughput and end-to-end delay using an Optimized Cluster Based Data Forwarding (OCDF) protocol
title_sort performance evaluation of throughput and end-to-end delay using an optimized cluster based data forwarding (ocdf) protocol
publishDate 2022
url http://eprints.utm.my/id/eprint/101666/
http://dx.doi.org/10.1007/978-981-16-3675-2_3
_version_ 1770551078044041216
score 13.211869

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