Intelligent traffic model for unmanned ground vehicles based on DSDV-AODV protocol

Traffic systems have been built as a result of recent technological advancements. In application, dependable communication technology is essential to link any system needs. VANET technology is used to communicate data about intelligent traffic lights, which are focused on infrastructure during traff...

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Main Authors: Ali, Ali M., Ngadi, Md. Asri, Al_Barazanchi, Israa Ibraheem, Ng, Joseph Poh Soon
Format: Article
Language:English
Published: MDPI 2023
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Online Access:http://eprints.utm.my/106926/1/AliMAli2023_IntelligentTrafficModelforUnmannedGround.pdf
http://eprints.utm.my/106926/
http://dx.doi.org/10.3390/s23146426
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spelling my.utm.1069262024-08-04T07:14:15Z http://eprints.utm.my/106926/ Intelligent traffic model for unmanned ground vehicles based on DSDV-AODV protocol Ali, Ali M. Ngadi, Md. Asri Al_Barazanchi, Israa Ibraheem Ng, Joseph Poh Soon QA75 Electronic computers. Computer science Traffic systems have been built as a result of recent technological advancements. In application, dependable communication technology is essential to link any system needs. VANET technology is used to communicate data about intelligent traffic lights, which are focused on infrastructure during traffic accidents and mechanisms to reduce traffic congestion. To ensure reliable data transfer in VANET, appropriate routing protocols must be used. This research aims to improve data transmission in VANETs implemented in intelligent traffic lights. This study investigates the capability of combining the DSDV routing protocol with the routing protocol AODV to boost AODV on an OMNET++ simulator utilizing the 802.11p wireless standard. According to the simulation results obtained by analyzing the delay parameters, network QoS, and throughput on each protocol, the DSDV-AODV routing protocol performs better in three scenarios compared to QoS, delay, and throughput parameters in every scenario that uses network topology adapted to the conditions on the road intersections. The topology with 50 fixed + 50 mobile nodes yields the best results, with 0.00062 s delay parameters, a network QoS of 640 bits/s, and a throughput of 629.437 bits/s. Aside from the poor results on the network QoS parameters, the addition of mobile nodes to the topology influences both the results of delay and throughput metrics. MDPI 2023-07 Article PeerReviewed application/pdf en http://eprints.utm.my/106926/1/AliMAli2023_IntelligentTrafficModelforUnmannedGround.pdf Ali, Ali M. and Ngadi, Md. Asri and Al_Barazanchi, Israa Ibraheem and Ng, Joseph Poh Soon (2023) Intelligent traffic model for unmanned ground vehicles based on DSDV-AODV protocol. Sensors, 23 (14). pp. 1-13. ISSN 1424-8220 http://dx.doi.org/10.3390/s23146426 DOI:10.3390/s23146426
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/
language English
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Ali, Ali M.
Ngadi, Md. Asri
Al_Barazanchi, Israa Ibraheem
Ng, Joseph Poh Soon
Intelligent traffic model for unmanned ground vehicles based on DSDV-AODV protocol
description Traffic systems have been built as a result of recent technological advancements. In application, dependable communication technology is essential to link any system needs. VANET technology is used to communicate data about intelligent traffic lights, which are focused on infrastructure during traffic accidents and mechanisms to reduce traffic congestion. To ensure reliable data transfer in VANET, appropriate routing protocols must be used. This research aims to improve data transmission in VANETs implemented in intelligent traffic lights. This study investigates the capability of combining the DSDV routing protocol with the routing protocol AODV to boost AODV on an OMNET++ simulator utilizing the 802.11p wireless standard. According to the simulation results obtained by analyzing the delay parameters, network QoS, and throughput on each protocol, the DSDV-AODV routing protocol performs better in three scenarios compared to QoS, delay, and throughput parameters in every scenario that uses network topology adapted to the conditions on the road intersections. The topology with 50 fixed + 50 mobile nodes yields the best results, with 0.00062 s delay parameters, a network QoS of 640 bits/s, and a throughput of 629.437 bits/s. Aside from the poor results on the network QoS parameters, the addition of mobile nodes to the topology influences both the results of delay and throughput metrics.
format Article
author Ali, Ali M.
Ngadi, Md. Asri
Al_Barazanchi, Israa Ibraheem
Ng, Joseph Poh Soon
author_facet Ali, Ali M.
Ngadi, Md. Asri
Al_Barazanchi, Israa Ibraheem
Ng, Joseph Poh Soon
author_sort Ali, Ali M.
title Intelligent traffic model for unmanned ground vehicles based on DSDV-AODV protocol
title_short Intelligent traffic model for unmanned ground vehicles based on DSDV-AODV protocol
title_full Intelligent traffic model for unmanned ground vehicles based on DSDV-AODV protocol
title_fullStr Intelligent traffic model for unmanned ground vehicles based on DSDV-AODV protocol
title_full_unstemmed Intelligent traffic model for unmanned ground vehicles based on DSDV-AODV protocol
title_sort intelligent traffic model for unmanned ground vehicles based on dsdv-aodv protocol
publisher MDPI
publishDate 2023
url http://eprints.utm.my/106926/1/AliMAli2023_IntelligentTrafficModelforUnmannedGround.pdf
http://eprints.utm.my/106926/
http://dx.doi.org/10.3390/s23146426
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score 13.188404