Transportation authorities, and traffic management aim to have a free-flow traffic on highways as well as in cities. This paper proposes DriveBlue, a real time system that uses Bluetooth adapters in a single site to predict traffic incidents in various conditions (e.g. congestion), and inform the responsible authorities. DriveBlue leverages the capabilities of co-located Bluetooth adapters to monitors vehicles on roads, categorize them, analyze their behavior over time, and reports any suspicious change. Moreover, DriveBlue has a simple design that is scalable using the infrastructure currently deployed by transportation authorities. In our experiments, we collected real data from highways to evaluate the feasibility of using single site Bluetooth adapters for transportation applications. DriveBlue spotted almost 10 devices per minute, and showed an accuracy of approximately 80% in detecting vehicle's motion.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    DriveBlue: Traffic Incident Prediction through Single Site Bluetooth


    Beteiligte:
    Salem, Ahmed (Autor:in) / Nadeem, Tamer (Autor:in) / Cetin, Mecit (Autor:in) / El-Tawab, Samy (Autor:in)


    Erscheinungsdatum :

    01.09.2015


    Format / Umfang :

    830874 byte





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Road traffic incident real-time prediction system

    JIA QINGRONG / XU ZHAOFENG / LIAO JIANXUN et al. | Europäisches Patentamt | 2025

    Freier Zugriff

    Prediction models of freeway traffic incident delay

    Cong, Haozhe / Liu, Jun / Wu, Mengxue | IEEE | 2015


    Noisy Bluetooth traffic data?

    Nantes, A | Online Contents | 2014


    Traffic monitoring and incident detection through VANETs

    De Felice, Mario / Baiocchi, Andrea / Cuomo, Francesca et al. | IEEE | 2014


    Overview of traffic incident duration analysis and prediction

    Ruimin Li / Francisco C. Pereira / Moshe E. Ben-Akiva | DOAJ | 2018

    Freier Zugriff