Clustering-based Data Transmission Algorithms for VANET

被引:0
|
作者
Chai, Rong [1 ]
Yang, Bin [1 ]
Li, Lifan [1 ]
Sun, Xiao [1 ]
Chen, Qianbin [1 ]
机构
[1] Chongqing Univ Posts & Telecommun, Key Lab Mobile Commun Technol, Chongqing 400065, Peoples R China
关键词
VANET; delay-sensitive; throughput-sensitive; cluster; CH selection;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, vehicular ad-hoc network (VANET) has received considerable attention. In VANET, safety application and user Internet accessing related application are expected to be supported. However, the characteristics of VANET, including high-speed mobility, channel fading property, channel competition mechanism, and various quality of service (QoS) of user services, etc., pose challenges and difficulties on data transmission in VANET. In this paper, clustering-based scheme is applied for data transmission in VANET, a cluster head (CH) selection algorithm and a cluster switching algorithm for VANET are presented. The proposed CH selection algorithm jointly considers node degree, the available resource of candidate CHs and the velocity difference between candidate CHs and other cluster members (CMs) in a given cluster. The proposed optimal cluster switching scheme stresses the QoS requirements of both delay-sensitive service and throughput-sensitive service, through defining utility functions for accessing various clusters, the optimal destination cluster can be obtained. The numerical results demonstrate the efficiency of the proposed algorithms.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] A clustering-based hybrid approach for dual data reduction
    Ratnoo, Saroj
    Rathee, Seema
    Ahuja, Jyoti
    INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING INFORMATICS, 2018, 6 (05) : 468 - 490
  • [42] Clustering-based histograms for multi-dimensional data
    Furfaro, F
    Mazzeo, GM
    Sirangelo, C
    DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, PROCEEDINGS, 2005, 3589 : 478 - 487
  • [43] Compressed Data Collection for Clustering-based Sensor Networks
    Ding Xu
    Wu XiaoBei
    Wang HuaiYuan
    Wang LiLi
    2015 34TH CHINESE CONTROL CONFERENCE (CCC), 2015, : 7703 - 7708
  • [44] Centrality Clustering-Based Sampling for Big Data Visualization
    Tam Thanh Nguyen
    Song, Insu
    2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2016, : 1911 - 1917
  • [45] Clustering-based analysis for residential district heating data
    Gianniou, Panagiota
    Liu, Xiufeng
    Heller, Alfred
    Nielsen, Per Sieverts
    Rode, Carsten
    ENERGY CONVERSION AND MANAGEMENT, 2018, 165 : 840 - 850
  • [46] A Fast Clustering-based Recommender System for Big Data
    Hong-Quan Do
    Nguyen, T. H-An
    Quoc-Anh Nguyen
    Trung-Hieu Nguyen
    Viet-Vu Vu
    Cuong Le
    2022 24TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY (ICACT): ARITIFLCIAL INTELLIGENCE TECHNOLOGIES TOWARD CYBERSECURITY, 2022, : 353 - +
  • [47] Efficient identity-based data transmission for VANET
    Wan, Changsheng
    Zhang, Juan
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2018, 9 (06) : 1861 - 1871
  • [48] Efficient identity-based data transmission for VANET
    Changsheng Wan
    Juan Zhang
    Journal of Ambient Intelligence and Humanized Computing, 2018, 9 : 1861 - 1871
  • [49] Clustering-based algorithms for single-hidden-layer sigmoid perceptron
    Uykan, Z
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2003, 14 (03): : 708 - 715
  • [50] Modeling and Simulation of Data Dissemination in VANET Based on a Clustering Approach
    Mohammed, Sura Jasim
    Hasson, Saad Talib
    PROCEEDING OF THE 2ND 2022 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND SOFTWARE ENGINEERING (CSASE 2022), 2022, : 54 - 59