In recent years, the number of casualties and injuries at intersections and roads has been decreasing due to wide spread of safe driving support systems, but the number of casualties and injuries due to low-speed traffic accidents in parking lots has not decreased. In the parking lot, it is necessary to drive while looking for an empty slot, which may result in contact accidents with pedestrians. Therefore, in this research, we propose a new smart parking system that prevents low-speed contact accidents by estimating availability of slots in the parking lot and the position of pedestrians. The proposed system attempts to estimate positions of user’s smartphones by deploying a small number of beacon devices on the parking lot, and by analyzing the radio wave intensity measured by the smartphones. In addition, estimation accuracy of the position of the pedestrian / driver is evaluated by experimental evaluation in a parking lot. Through the performance evaluation, estimation accuracy of the vehicle’s position to higher than 98%, and estimation accuracy of the pedestrian’s position is about 70%.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Vehicle/Pedestrian Localization System Using Multiple Radio Beacons and Machine Learning for Smart Parking


    Beteiligte:


    Erscheinungsdatum :

    01.02.2019


    Format / Umfang :

    2626025 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    A parking management system using a smart device and beacons and the method thereof

    LEE JONG SUB / KIM SANG WON / KWON BO SUNG et al. | Europäisches Patentamt | 2019

    Freier Zugriff

    Rectangular Rapid Flashing Beacons and Pedestrian Hybrid Beacons: Pedestrian and Driver Behavior before and after Installation

    Brewer, Marcus A. / Fitzpatrick, Kay / Avelar, Raul | Transportation Research Record | 2019




    LOCALIZATION OF VEHICLES USING BEACONS

    Europäisches Patentamt | 2021

    Freier Zugriff