Driverless parking, an influential application of Mobility as a Service (MaaS) model, is one of the clear early benefits for autonomous vehicles, given often narrow spaces and multiple potential hazards (such as pedestrians stepping out from in between other vehicles). In recent years, real momentum has been building up for designing automated parking models for vehicles. However, in such an autonomous parking design, location privacy and identity privacy issues are always overlapping due to the improper sharing of data. Most existing studies barely investigate and poorly address such privacy issues. Motivated by this, we develop (and evaluate) an experience-driven, secure and privacy-aware framework of parking reservations for automated cars. Our idea of using differential privacy with zero-knowledge proof provides both security and privacy guarantees to users. Furthermore, the performance of the developed model is enhanced by exploiting reinforcement learning approach such that the utility of the system and the parking reservation rate can be maximized. Extensive evaluation demonstrates the superiority of the proposed model.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Privacy-Aware Autonomous Valet Parking: Towards Experience Driven Approach


    Beteiligte:
    Pokhrel, Shiva Raj (Autor:in) / Qu, Youyang (Autor:in) / Nepal, Surya (Autor:in) / Singh, Surjit (Autor:in)


    Erscheinungsdatum :

    2021-08-01


    Format / Umfang :

    3007170 byte




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Autonomous valet parking method and valet parking system

    BI-YE HONGTIAN / ZHANG FANG / LI XIAOFEI et al. | Europäisches Patentamt | 2020

    Freier Zugriff

    AUTOMATED VALET PARKING SERVER AUTONOMOUS DRIVING VEHICLE AUTOMATED VALET PARKING SYSTEM

    IMAZU TAKANORI | Europäisches Patentamt | 2022

    Freier Zugriff

    AUTONOMOUS VALET PARKING SYSTEM, AUTONOMOUS VALET PARKING PROGRAM, AND STORAGE MEDIUM

    KHUREWATTANAKUL SIRINDA / WATANABE MASASHI / HATTORI SHOHEI | Europäisches Patentamt | 2020

    Freier Zugriff

    AUTOMATED VALET PARKING SERVER, AUTONOMOUS DRIVING VEHICLE, AUTOMATED VALET PARKING SYSTEM

    IMAZU TAKANORI | Europäisches Patentamt | 2022

    Freier Zugriff

    AUTONOMOUS VALET PARKING SYSTEM, AUTONOMOUS VALET PARKING PROGRAM PRODUCT, AND STORAGE MEDIUM

    KHUREWATTANAKUL SIRINDA / WATANABE MASASHI / HATTORI SHOHEI | Europäisches Patentamt | 2021

    Freier Zugriff