Digital twin, an emerging representation of cyberphysical systems, has attracted increasing attentions very recently. It opens the way to real-time monitoring and synchronization of real-world activities with the virtual counterparts. In this study, we develop a digital twin paradigm using an advanced driver assistance system (ADAS) for connected vehicles. By leveraging vehicle-to-cloud (V2C) communication, on-board devices can upload the data to the server through cellular network. The server creates a virtual world based on the received data, processes them with the proposed models, and sends them back to the connected vehicles. Drivers can benefit from this V2C based ADAS, even if all computations are conducted on the cloud. The cooperative ramp merging case study is conducted, and the field implementation results show the proposed digital twin framework can benefit the transportation systems regarding mobility and environmental sustainability with acceptable communication delays and packet losses.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    A Digital Twin Paradigm: Vehicle-to-Cloud Based Advanced Driver Assistance Systems


    Beteiligte:
    Wang, Ziran (Autor:in) / Liao, Xishun (Autor:in) / Zhao, Xuanpeng (Autor:in) / Han, Kyungtae (Autor:in) / Tiwari, Prashant (Autor:in) / Barth, Matthew J. (Autor:in) / Wu, Guoyuan (Autor:in)


    Erscheinungsdatum :

    01.05.2020


    Format / Umfang :

    419094 byte





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Advanced Driver Assistance Systems

    Rob E.C.M. van der Heijden / Vincent A.W.J. Marchau | DOAJ | 2005

    Freier Zugriff

    Advanced Driver Assistance Systems

    Hilgers, Michael / Achenbach, Wilfried | Springer Verlag | 2021


    Advanced Driver Assistance Systems

    Haas, Roland Erik / Bhattacharjee, Shambo / Möller, Dietmar P. F. | Springer Verlag | 2019


    Advanced Driver Assistance Systems

    Paul, Aneesh / Chauhan, Rohan / Srivastava, Rituraj et al. | British Library Conference Proceedings | 2016