DocumentCode
2100030
Title
A Dempster-Shafer theory based traffic information trust model in vehicular ad hoc networks
Author
Wu, Yue ; Meng, Fanchao ; Wang, Guanghao ; Yi, Ping
Author_Institution
National Engineering Laboratory of Information Content Analysis Shanghai Jiaotong University Dongchuan Road 800, Shanghai, China
fYear
2015
fDate
5-7 Aug. 2015
Firstpage
1
Lastpage
7
Abstract
Road congestion has troubled hundreds of thousands of drivers for a long time. In recent years, an application named dynamic routing, in which vehicles reroute themselves around congested areas with road information received, is proposed to deal with traffic jam. Due to lack of trust for traffic information data in vehicular ad hoc networks (VANETs), malicious vehicles can easily disseminate false road information and mislead other vehicles to choose the wrong route. This paper proposes a new data centric trust model for traffic information in VANETs, which is based on data trust rather than entity trust to verify road information, and utilizes Dempster-Shafer theory in general voting algorithm to increase robustness. Simulation results show that our model avoids malicious fake road information and effectively improves the vehicle´s travelling time performance without additional information exchange.
Keywords
Data models; Error analysis; Roads; Routing; Uncertainty; Vehicle dynamics; Vehicles; Data Centric Trust; Dempster-Shafer Theory; Dynamic Routing; VANET;
fLanguage
English
Publisher
ieee
Conference_Titel
Cyber Security of Smart Cities, Industrial Control System and Communications (SSIC), 2015 International Conference on
Conference_Location
Shanghai, China
Type
conf
DOI
10.1109/SSIC.2015.7245329
Filename
7245329
Link To Document