As a part of Advanced Driver Assistance Systems (ADASs), Consensus-based Speed Advisory Systems (CSAS) have been proposed to recommend a common speed to a group of vehicles for specific application purposes, such as emission control and energy management. With Vehicle-to-Vehicle (V2V), Vehicle-to-Infrastructure (V2I) technologies and advanced control theories in place, state-of-the-art CSAS can be designed to get an optimal speed in a privacy-preserving and decentralized manner. However, the current method only works for specific cost functions of vehicles, and its execution usually involves many algorithm iterations leading long convergence time. Therefore, the state-of-the-art design method is not applicable to a CSAS design which requires real-time decision making. In this article, we address the problem by introducing MPC-CSAS, a Multi-Party Computation (MPC) based design approach for privacy-preserving CSAS. Our proposed method is simple to implement and applicable to all types of cost functions of vehicles. Moreover, our simulation results show that the proposed MPC-CSAS can achieve very promising system performance in just one algorithm iteration without using extra infrastructure for a typical CSAS.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    MPC-CSAS: Multi-Party Computation for Real-Time Privacy-Preserving Speed Advisory Systems


    Beteiligte:
    Liu, Mingming (Autor:in) / Cheng, Long (Autor:in) / Gu, Yingqi (Autor:in) / Wang, Ying (Autor:in) / Liu, Qingzhi (Autor:in) / O'Connor, Noel E. (Autor:in)


    Erscheinungsdatum :

    01.06.2022


    Format / Umfang :

    1878132 byte




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch





    Circuit and Safety Analysis System (CSAS)

    Corcelle, F. / Wright, P. G. | SAE Technical Papers | 2000


    Circuit and Safety Analysis System ( CSAS )

    Corcelle,F. / Wright,P.G. / Federation Internat.de l Automobile,FIA,CH | Kraftfahrwesen | 2000


    Circuit and Safety Analysis System (CSAS)

    Corcelle, F. / Wright, P. G. / SAE | British Library Conference Proceedings | 2000


    SWAMSI: Bistatic CSAS and Target Echo Studies

    K. Scarbrough / S. K. Mitchell | NTIS | 2007