A prototype of traffic flow monitoring system based on vehicle wireless communication module was put forward. Each moving vehicle equipped with wireless communication module in this system was regarded as a moving sensor to acquire traffic information with low cost. On this basis, one concrete application was proposed: a base station detects the vehicle with wireless communication module, and estimates the traffic volume through adaptive Kalman filtering based on the feedback of estimation result. A simulation platform based on cellular automata was established and the effectiveness of the estimation algorithm was confirmed as well.


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    Titel :

    Algorithm of Traffic Flow Monitoring Based on Adaptive Kalman Filtering


    Beteiligte:
    Wang, Qi (Autor:in) / Hu, Jianming (Autor:in) / Mu, Chundi (Autor:in)


    Erscheinungsdatum :

    15.02.2011


    Format / Umfang :

    62011-01-01 pages




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



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