Data Gathering Framework Based on Fog Computing Paradigm in VANETs

被引:9
作者
Lai, Yongxuan [1 ]
Zhang, Lu [1 ]
Wang, Tian [2 ]
Yang, Fan [3 ]
Xu, Yifan [1 ]
机构
[1] Xiamen Univ, Software Coll, Dept Software Engn, Xiamen 361005, Peoples R China
[2] Huaqiao Univ, Coll Comp Sci & Technol, Xiamen 360000, Peoples R China
[3] Xiamen Univ, Coll Aerosp Engn, Xiamen 361005, Peoples R China
来源
WEB AND BIG DATA | 2017年 / 10612卷
关键词
Fog nodes; Data gathering framework; VANETs;
D O I
10.1007/978-3-319-69781-9_22
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Vehicular nodes are equipped with more and more sensing units, and large amount of sensing data are generated. This makes the data gathering and monitoring is a challenging problem in VANETs. In this paper we first present an sensing and data gathering framework through the concept of fog computing in VANETs, then we propose an event-based data gathering scheme based on this framework that adaptively adjusts the threshold to upload suitable amount of data for decision making, while at the same time suppress unnecessary message transmissions. Preliminary experiments demonstrate the effectiveness of the proposed algorithm in vehicular sensing applications.
引用
收藏
页码:227 / 236
页数:10
相关论文
共 17 条
[1]   A comprehensive survey on vehicular Ad Hoc network [J].
Al-Sultan, Saif ;
Al-Doori, Moath M. ;
Al-Bayatti, Ali H. ;
Zedan, Hussien .
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2014, 37 :380-392
[2]  
[Anonymous], 2010 IEEE 71 VEH TEC
[3]  
[Anonymous], 2016, P 4 IEEE INT C ADV C
[4]  
[Anonymous], 2010, INT C AD HOC NETW
[5]  
Bonomi F, 2012, P 1 ED MCC WORKSH MO, P13, DOI [DOI 10.1145/2342509.2342513, 10.1145/2342509.2342513]
[6]  
Delot T., 2011, 2011 12th IEEE International Conference on Mobile Data Management (MDM 2011), P174, DOI 10.1109/MDM.2011.38
[7]   A systematic review on routing protocols for Vehicular Ad Hoc Networks [J].
Dua, Amit ;
Kumar, Neeraj ;
Bawa, Seema .
VEHICULAR COMMUNICATIONS, 2014, 1 (01) :33-52
[8]   Fog computing for vehicular Ad-hoc networks: Paradigms, scenarios, and issues [J].
Kai K. ;
Cong W. ;
Tao L. .
Journal of China Universities of Posts and Telecommunications, 2016, 23 (02) :56-65and96
[9]  
Keranen A., 2009, SIMUTOOLS 2009 P 2 I
[10]   Data gathering and offloading in delay tolerant mobile networks [J].
Lai, Yongxuan ;
Gao, Xing ;
Liao, Minghong ;
Xie, Jinshan ;
Lin, Ziyu ;
Zhang, Haiying .
WIRELESS NETWORKS, 2016, 22 (03) :959-973