Trading Accuracy and Resource Usage in Highly Dynamic Vehicular Networks

Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceeding

Abstract

Vehicular networks bring new ways of viewing road traffic management and safety applications. For the first time, it will be possible for vehicles to exchange information and build fine-grained knowledge about the current situation, estimating risks and adapting their driving. Central to these applications is the need to exchange information in a highly dynamic environment, building a view of the current situa- tion before the conditions change. This is turn requires the distributed algorithms used to converge on low error margins quickly.
In this paper, we investigate the performance of such a distributed algorithm which aims to build a common assessment of the risk level among vehicles to trade off accident risks with road throughput. In particular, we examine how the convergence rate is affected by network size and node density, and also how the error in the algorithm’s output is affected by the rate at which nodes send out update beacons. We develop a variable-rate beaconing scheme in order to find a trade-off between accuracy of outputs and network resource usage. We then formulate this as a more general optimisation problem applicable to other applications or distributed algorithmic prob- lems in highly dynamic distributed systems such as VANETs.

Details

Authors
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Research areas and keywords

Subject classification (UKÄ) – MANDATORY

  • Electrical Engineering, Electronic Engineering, Information Engineering

Keywords

  • Vehicular Networks Safety Resources Wireless
Original languageEnglish
Title of host publicationInternational IEEE Conference on Intelligent Transportation Systems
EditorsAndreas Hegyi
PublisherIEEE--Institute of Electrical and Electronics Engineers Inc.
Number of pages7
Publication statusPublished - 2013
Publication categoryResearch
Peer-reviewedYes
EventInternational IEEE Conference on Intelligent Transportation Systems - The Hague, Netherlands
Duration: 2013 Oct 6 → …

Conference

ConferenceInternational IEEE Conference on Intelligent Transportation Systems
CountryNetherlands
CityThe Hague
Period2013/10/06 → …

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