Abstract
Most data aggregation and dissemination techniques for Vehicular Ad Hoc Networks (VANETs) attempt to create and utilize a structure for collecting information. Conventional data aggregation schemes are not appropriate for mobile network. In this paper, we design a cooperative model to facilitate the aggregation of adjacent traffic reports. The idea behind this work is that we can adaptively change the forwarding delay of individual reports in a manner that a report can have a better chance to meet other reports. Simulation results based on realistic map data and traffic models demonstrate that proposed scheme can effectively reduce communication overhead with acceptable delay.
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References
Schoch, E., Kargl, F., Weber, M., Leinmuller, T.: Communication patterns in Vanets. IEEE Communications Magazine 46(11), 119–125 (2008)
Dietzel, S., Bako, B., Schoch, E., Kargl, F.: A fuzzy logic based approach for structure-free aggregation in vehicular ad-hoc networks. In: The Proceedings of Sixth ACM International Workshop on VehiculArInterNETworking, pp. 79–88. ACM Press, USA (2009)
Wischhof, L., Ebner, A., Rohling, H., Lott, M., Halfmann, R.: SOTIS-A Self-Organizing Traffic Information System. In: 57th IEEE Vehicular Tech. Conf., pp. 2442–2446 (2003)
Nadeem, T., Dashtinezhad, S., Liao, C., Iftode, L.: TrafficView: Traffic data dissemination using car-to-car communication. ACM SIGMOBILE Mob. Comp. and Comm. Review 8(3), 6–19 (2004)
Lochert, C., Scheuermann, B., Mauve, M.: Probabilistic aggregation for data dissemination in VANETs. In: Proceedings of the Fourth ACM International Workshop on Vehicular Ad Hoc Networks, pp. 1–8. ACM Press, New York (2007)
van Eenennaam, M., Heijenk, G.: Providing Over-the-horizon Awareness to Driver Support Systems. In: Proceedings of 4th IEEE Workshop on V2V Communications (2008)
Ibrahim, K., Weigle, M.C.: CASCADE: Cluster-Based Accurate Syntactic Compression of Aggregated Data in VANETs. In: IEEE Globecom Workshops, pp. 1–10 (November 2008)
Scheuermann, B., Lochert, C., Rybicki, J., Mauve, M.: A fundamental scalability criterion for data aggregation in VANETs. In: Proceedings of the 15th Annual International Conference on Mobile Computing and Networking, pp. 285–296. ACM Press, USA (2009)
Ding, Z., Güting, R.H.: Modeling Temporally Variable Transportation Networks. In: Lee, Y., Li, J., Whang, K.-Y., Lee, D. (eds.) DASFAA 2004. LNCS, vol. 2973, pp. 154–168. Springer, Heidelberg (2004)
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Kumar, R., Dave, M. (2011). Knowledge Based Framework for Data Aggregation in Vehicular Ad Hoc Networks. In: Das, V.V., Thankachan, N. (eds) Computational Intelligence and Information Technology. CIIT 2011. Communications in Computer and Information Science, vol 250. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25734-6_125
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DOI: https://doi.org/10.1007/978-3-642-25734-6_125
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-25733-9
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