Clustering multi-hop information dissemination method in vehicular ad hoc networks

被引:13
|
作者
Tian, Daxin [1 ,2 ]
Wang, Yunpeng [1 ,2 ]
Xia, Haiying [3 ]
Cai, Fengtian [3 ]
机构
[1] Beihang Univ, Sch Transportat Sci & Engn, Beijing 100191, Peoples R China
[2] Beihang Univ, Beijing Key Lab Cooperat Vehicle Infrastruct Syst, Beijing 100191, Peoples R China
[3] Highway Minist Transport, Res Inst, Beijing 100088, Peoples R China
基金
中国国家自然科学基金;
关键词
learning (artificial intelligence); neural nets; pattern clustering; routing protocols; telecommunication computing; telecommunication network routing; telecommunication network topology; vehicular ad hoc networks; clustering multihop information dissemination method; mobile ad hoc networks; VANET; wireless communication; dynamic topology networks; multihop topology networks; Hebb neural network; ad hoc routing protocol; ad hoc ondemand distance vector; distance routing effect algorithm; MOBILE; CAPACITY;
D O I
10.1049/iet-its.2011.0227
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As a special case of mobile ad hoc networks, vehicular ad hoc networks (VANETs) have attracted great interest in the research community. With the help of wireless communication, many of the safety related and non-safety related applications can be realised in VANETs. In the multi-hop and dynamic topology networks, building and maintaining a route is very challenging. To disseminate information among the vehicles and the infrastructures efficiently, a position-based clustering multi-hop routing method is proposed. The method hierarchically organises VANETs based on the competitive learning Hebb neural network, which partitions the vehicles into clusters, and these clusters are represented by virtual cluster-heads. The method is evaluated using NS2 and compared with typical ad hoc routing protocol Ad hoc On-Demand Distance Vector, Distance Routing Effect Algorithm for Mobility. The simulation results prove that the method is efficient.
引用
下载
收藏
页码:464 / 472
页数:9
相关论文
共 50 条
  • [31] Handover Management in Multi-Hop Cluster based Vehicular Ad-hoc Networks
    Thakur, Poonam
    Ganpati, Anita
    INTERNATIONAL JOURNAL OF NEXT-GENERATION COMPUTING, 2022, 13 (02): : 239 - 254
  • [32] A Fast, Reliable, Adaptive Multi-hop Broadcast Scheme for Vehicular Ad Hoc Networks
    Liu, Ping
    Wang, Xingfu
    Hawbani, Ammar
    Hua, Bei
    Zhao, Liang
    ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2023, PT II, 2024, 14488 : 452 - 467
  • [33] A Forwarding Acknowledgement Based Multi-hop Broadcast Algorithm in Vehicular Ad hoc Networks
    Liu, Ruina
    Luo, Tao
    Zhang, Lei
    Li, Jianfeng
    Fang, Song
    PROCEEDINGS OF 2012 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2012), 2012, : 1258 - 1262
  • [34] A New Distributed Mobility-Based Multi-Hop Clustering Algorithm for Vehicular Ad Hoc Networks in Highway Scenarios
    Huang, Ke
    Hu, Bin-Jie
    2019 IEEE 90TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2019-FALL), 2019,
  • [35] Clustering Based Single-hop and Multi-hop Message Dissemination Evaluation Under Varying Data Rate in Vehicular Ad-hoc Network
    Singh, Priyam
    Pal, Raghavendra
    Gupta, Nishu
    ADVANCED COMPUTING AND COMMUNICATION TECHNOLOGIES, 2016, 452 : 359 - 367
  • [36] Multi-hop data dissemination with replicas in Vehicular Sensor Networks
    Lim, Keun Woo
    Jung, Woo Sung
    Ko, Young-Bae
    2008 IEEE 67TH VEHICULAR TECHNOLOGY CONFERENCE-SPRING, VOLS 1-7, 2008, : 3062 - 3066
  • [37] Path situation assessment of multi-hop information dissemination-in vehicular wireless networks
    Qiu, Gong-An
    Zhang, Xiao-Ge
    Information Technology Journal, 2013, 12 (17) : 4328 - 4331
  • [38] Collision avoidance in multi-hop ad hoc networks
    Yu, W
    Garcia-Luna-Aceves, JJ
    MASCOTS 2002: 10TH IEEE INTERNATIONAL SYMPOSIUM ON MODELING, ANALYSIS, AND SIMULATION OF COMPUTER AND TELECOMMUNICATIONS SYSTEMS, PROCEEDINGS, 2002, : 145 - 154
  • [39] Vehicular Ad-Hoc Network with a Multi-Hop Transmission Protocol
    Chang, Tang-Hsien
    Hsu, Yu-Ting
    Wu, Kuan-Te
    2018 11TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 1, 2018, : 343 - 346
  • [40] An effective multi-hop broadcast in Vehicular Ad-hoc Network
    Kim, Tae-Hwan
    Hong, Won-Kee
    Kim, Hie-Cheol
    ARCHITECTURE OF COMPUTING SYSTEMS - ARCS 2007, PROCEEDINGS, 2007, 4415 : 112 - +