Multicriteria Based Next Forwarder Selection for Data Dissemination in Vehicular Ad Hoc Networks Using Analytical Network Process

被引:18
作者
Latif, Shahid [1 ]
Mahfooz, Saeed [2 ]
Jan, Bilal [1 ]
Ahmad, Naveed [2 ]
Farman, Haleem [2 ]
Khan, Murad [1 ]
Javed, Huma [2 ]
机构
[1] Sarhad Univ Sci & IT, Dept Comp Sci & IT, Peshawar, Pakistan
[2] Univ Peshawar, Dept Comp Sci, Peshawar, Pakistan
关键词
PROTOCOL;
D O I
10.1155/2017/4671892
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Vehicular ad hoc network (VANET) is a wireless emerging technology that aims to provide safety and communication services to drivers and passengers. In VANETs, vehicles communicate with other vehicles directly or through road side units (RSU) for sharing traffic information. The data dissemination in VANETs is a challenging issue as the vehicles have to share safety critical information in real time. The data distribution is usually done using broadcast method resulting in inefficient use of network resources. Therefore, to avoid the broadcast storm and efficiently use network resources, next forwarder vehicle (NFV) is selected to forward data to nearby vehicles. The NFV selection is based on certain parameters like direction, distance, and position of vehicles, which makes it a multicriteria decision problem. In this paper, analytical network process (ANP) is used as a multicriteria decision tool to select the optimal vehicle as NFV. The stability of alternatives (candidate vehicles for NFV selection) ranking is checked using sensitivity analysis for different scenarios. Mathematical formulation shows that ANP method is applicable for NFV selection in VANETs. Simulation results show that the proposed scheme outperforms other state-of-the-art data dissemination schemes in terms of reachability, latency, collisions, and number of transmitted and duplicate data packets.
引用
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页数:18
相关论文
共 36 条
[1]  
[Anonymous], 2009, VALUE FOCUSED THINKI
[2]  
[Anonymous], 2013, WHO global status report on road safety 2013: supporting a decade of action
[3]  
[Anonymous], 2011, Simul
[4]  
[Anonymous], MULTICRITERIA DECISI
[5]   An experiment on the consistency of aggregated comparison matrices in AHP [J].
Aull-Hyde, R ;
Erdogan, S ;
Duke, JM .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 171 (01) :290-295
[6]   An ANP framework for property pricing combining quantitative and qualitative attributes [J].
Aznar, J. ;
Ferris-Onate, J. ;
Guijarro, F. .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2010, 61 (05) :740-755
[7]   An adaptive approach for information dissemination in Vehicular Ad hoc Networks [J].
Bakhouya, M. ;
Gaber, J. ;
Lorenz, P. .
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2011, 34 (06) :1971-1978
[8]  
Bana E Costa CA, 1996, RAIRO-RECH OPER, V30, P191
[9]   A mobicast routing protocol with carry-and-forward in vehicular ad hoc networks [J].
Chen, Yuh-Shyan ;
Lin, Yun-Wei .
INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2014, 27 (10) :1416-1440
[10]   A Mobicast Routing Protocol in Vehicular Ad-Hoc Networks [J].
Chen, Yuh-Shyan ;
Lin, Yun-Wei ;
Lee, Sing-Ling .
MOBILE NETWORKS & APPLICATIONS, 2010, 15 (01) :20-35