Fair and adaptive data dissemination for traffic information systems

Ramon de Souza Schwartz, Anthony Ohazulike, Christoph Sommer, Johan Scholten, Falko Dressler, Paul J.M. Havinga

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

23 Citations (Scopus)
59 Downloads (Pure)

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.
Original languageUndefined
Title of host publicationFourth IEEE Vehicular Networking Conference (VNC 2012)
Editors IEEE
Place of PublicationUSA
PublisherIEEE
Pages1-8
Number of pages8
ISBN (Print)978-1-4673-4995-6
DOIs
Publication statusPublished - 14 Nov 2012
EventIEEE Vehicular Networking Conference, VNC 2012 - Yonsei University, Seoul, Korea, Republic of
Duration: 14 Nov 201216 Nov 2012
Conference number: 4
http://www.ieee-vnc.org/2012/

Publication series

Name
PublisherIEEE Intelligent Transportation Systems Society
ISSN (Print)2157-9857

Conference

ConferenceIEEE Vehicular Networking Conference, VNC 2012
Abbreviated titleVNC
CountryKorea, Republic of
CitySeoul
Period14/11/1216/11/12
Internet address

Keywords

  • EWI-22676
  • Data Utility
  • Fairness
  • IR-83452
  • Traffic Information Systems
  • Data Dissemination
  • METIS-293697
  • Vehicular Ad-hoc Networks (VANETs)

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