Software-defined vehicular network (SDVN) is a promising networking paradigm that can provide intelligent information exchanges by separating network management and data transmission. Although the transmission quality of vehicles can be greatly improved by deploying softwarized networking schemes, critical networking issues such as the timeliness of data packets remain due to the dynamic nature of vehicular networks. It is vital to design efficient networking schemes by deeply considering the characteristics of the network, transportation system, and users, to improve overall network performance. To this end, this paper proposes a social computing inspired predictive routing scheme (SPIDER) for SDVNs that has a comprehensive consideration to enable low-latency reliable data exchange under dynamic vehicular networks. As for the link lifetime grounded on the vehicular historical data, we introduce the context feature mining and one-shot prediction method to predict vehicle movements with considering the energy saving. We also involve social computing techniques to find the relay nodes with good data spreading abilities. The extensive experiments prove our proposed scheme outperforms four existing schemes.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    SPIDER: A Social Computing Inspired Predictive Routing Scheme for Softwarized Vehicular Networks


    Beteiligte:
    Zhao, Liang (Autor:in) / Zheng, Tong (Autor:in) / Lin, Mingwei (Autor:in) / Hawbani, Ammar (Autor:in) / Shang, Jiaxing (Autor:in) / Fan, Chunlong (Autor:in)


    Erscheinungsdatum :

    01.07.2022


    Format / Umfang :

    2394772 byte




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch





    Security aware routing scheme in Vehicular Adhoc Network

    Jadhao, A.P. / Chaudhari, D. N. | IEEE | 2018


    Routing for Vehicular Ad Hoc Networks

    Bitam, Salim / Mellouk, Abdelhamid | Wiley | 2014