Impact of Mobility Speed and Network Density on the Performance of Vehicular Ad Hoc Network Routing Protocols

被引:1
作者
Osifeko, Martins O. [1 ]
Hancke, Gerhard P. [1 ,2 ]
Abu-Mahfouz, Adnan M. [1 ,3 ]
机构
[1] Univ Pretoria, Dept Elect Elect & Comp Engn, Pretoria, South Africa
[2] Nanjing Univ Posts & Telecommun, Coll Automat & Artificial Intelligence, Nanjing, Peoples R China
[3] Council Sci & Ind Res CSIR, Pretoria, South Africa
来源
5TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, BIG DATA, COMPUTING AND DATA COMMUNICATION SYSTEMS (ICABCD2022) | 2022年
关键词
VANET; AODV; OLSR; DSDV; Packet Delivery Rates;
D O I
10.1109/icABCD54961.2022.9856392
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Vehicular Ad Hoc Network (VANET) is a type of network that facilitates communication between vehicles usually on highways or in any environment with vehicular traffic such as a parking space. The dynamic nature of vehicular movements makes VANETs' topology highly unstable and prone to transmission unreliability. Hence, to achieve its major goal of traffic safety and enhanced traffic flow, the research community has identified the need for solutions that address efficient data transmission, ultrafast connectivity, reliable handovers, security, and privacy for vehicles. To achieve this, several routing protocols have been developed in the literature. Some of which include Ad hoc on-demand Distance Vector (AODV), Optimized Link State Routing (OLSR), Destination-Sequenced Distance-Vector (DSDV), and Dynamic Source Routing Protocol (DSR). In this paper, a performance analysis of four of these routing protocols in a realistic environment is carried out. Specifically, this work investigated the effect of mobility speed and network density on the efficiency of four VANET protocols using the metrics of packet loss rates, delivery ratio, and average end to end delay. For the evaluated cases, results reveal that OLSR had the best performance for having the lowest average delay, while the DSDV had the best performance in packet loss rates and delivery ratio.
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页数:5
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