The most significant elements of a vehicular ad hoc network (VANET), besides VANET-enabled vehicles, are roadside units (RSUs). The effectiveness of a VANET mainly depends on the density and location of these RSUs. Throughout the primary stages of VANET, it will not be potential to deploy a big number of RSUs either due to the low marketplace penetration of VANET enabled vehicles or due to the deployment price of RSUs. There is, therefore, a need to optimally place a limited number of RSUs in a specified area in order to accomplish maximum performance. In this paper, we present the well-known genetic algorithm based on RSU location to find an optimal or near optimal solution. We provide the basic simulation environment of this work OSM to download real map data, GatcomSUMO to generate car mobility, SUMO to simulate road traffic, veins model framework for running vehicular network simulations on Omnet++, Omnet++ to simulate realistic network and Matlab to build the algorithm in order to analyze the results. The simulation scenario is based on the Hamra district of Beirut, Lebanon. Based on the genetic algorithm, our proposed RSU placement model demonstrates that an optimal RSU position that can enhance the reception of basic safety message (BSM) delivered from the vehicles, can be accomplished in a specified road-map layout.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Towards the Optimization of Road Side Unit Placement Using Genetic Algorithm


    Beteiligte:
    Al Shareeda, Mahmoud (Autor:in) / Khalil, Ayman (Autor:in) / Fahs, Walid (Autor:in)


    Erscheinungsdatum :

    01.11.2018


    Format / Umfang :

    3244135 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    C-ITSC-ITS using Central Road Side Unit and Peripheral Road Side Unit

    JIN SEONG KEUN / JUNG HAN GYUN / PARK HYUN BAE | Europäisches Patentamt | 2025

    Freier Zugriff

    Vehicle-mounted automatic driving algorithm optimization method, system and device based on road side unit

    ZHUO SHUGUO / WANG ZHIBO / QIN ZHAN et al. | Europäisches Patentamt | 2024

    Freier Zugriff