Many applications of inter-vehicle communication networks (IVC) rely on multi-hop dissemination of information using vehicle-to-vehicle communication. An example are traffic information systems, which aim to provide up-to-date information about traffic jams to drivers. Due to the large amount of information and wide dissemination ranges, naïve protocols fail to scale to multi-hop dissemination. Therefore, a wide range of efficient protocols has been investigated. While clustering protocols are successfully used for similar applications in other domains, such as wireless sensor networks, they have been neglected by IVC research, because they often fail due to high vehicle mobility. In this paper, we present a data-similarity-based approach for clustering in inter-vehicle networks, which is built to work in high mobility settings. In contrast to existing clustering proposals, we explicitly draw from knowledge gained during the development of other multi-hop dissemination mechanisms in general and in-network aggregation in particular. We demonstrate our approach with a clustering protocol proposal and show first evaluation results using theoretical analyses.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Short paper: Towards data-similarity-based clustering for inter-vehicle communication


    Contributors:


    Publication date :

    2013-12-01


    Size :

    315257 byte





    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Clustering Formation for Inter-Vehicle Communication

    Kayis, Omer / Acarman, Tankut | IEEE | 2007


    Similarity Based Vehicle Trajectory Clustering and Anomaly Detection

    Fu, Z. / Hu, W. / Tan, T. | British Library Conference Proceedings | 2005


    Similarity based vehicle trajectory clustering and anomaly detection

    Zhouyu Fu, / Weiming Hu, / Tieniu Tan, | IEEE | 2005


    Data transmission characteristics in short range inter-vehicle communication system ( IVCS )

    Kremer,W. / Tech.Univ.Aachen,DE | Automotive engineering | 1992


    Towards inter-vehicle communication strategies for platooning support

    Segata, Michele / Bloessl, Bastian / Joerer, Stefan et al. | IEEE | 2014