Title :
Fair and adaptive data dissemination for Traffic Information Systems
Author :
Schwartz, R.S. ; Ohazulike, Anthony E. ; Sommer, Christoph ; Scholten, Hans ; Dressler, Falko ; Havinga, Paul
Abstract :
Vehicular Ad-hoc Networks (VANETs) are expected to serve as support to the development of not only safety applications but also information-rich applications that disseminate relevant data to vehicles. Due to the continuous collection, processing, and dissemination of data, one crucial requirement is the efficient use of the available bandwidth. Firstly, the rate of message transmissions must be properly controlled in order to limit the amount of data inserted into the network. Secondly, messages must be carefully selected to maximize the utility (benefit) gain of vehicles in the neighborhood. We argue that such selection must aim at a fair distribution of data utility, given the possible conflicting data interests among vehicles. In this work, we propose a data dissemination protocol for VANETs that distributes data utility fairly over vehicles while adaptively controlling the network load. The protocol relies only on local knowledge to achieve fairness with concepts of Nash Bargaining from game theory. Simulation results show that our algorithm presents a higher fairness index and yet it maintains a high level of bandwidth utilization efficiency compared to other approaches. In addition, the rate of transmissions is adaptively controlled as new information about the environment is collected.
Keywords :
game theory; protocols; traffic information systems; vehicular ad hoc networks; Nash bargaining; VANET; adaptive data dissemination; bandwidth utilization efficiency; data dissemination protocol; fairness index; game theory; message transmissions; traffic information systems; utility gain; vehicular ad hoc Networks; Adaptive systems; Bandwidth; Context; Distributed databases; Protocols; Roads; Vehicles; Data Dissemination; Data Utility; Fairness; Traffic Information Systems; Vehicular Ad-hoc Networks (VANETs);
Conference_Titel :
Vehicular Networking Conference (VNC), 2012 IEEE
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-4995-6
Electronic_ISBN :
2157-9857
DOI :
10.1109/VNC.2012.6407432