Autonomous vehicles have seen great advancements in recent years, and such vehicles are now closer than ever to being commercially available. The advent of driverless cars provides opportunities for optimizing traffic in ways not possible before. This paper introduces an open source multiagent microscopic traffic simulator called AORTA, which stands for Approximately Orchestrated Routing and Transportation Analyzer, designed for optimizing autonomous traffic at a city-wide scale. AORTA creates scale simulations of the real world by generating maps using publicly available road data from OpenStreetMap (OSM). This allows simulations to be set up through AORTA for a desired region anywhere in the world in a matter of minutes. AORTA allows for traffic optimization by creating intelligent behaviors for individual driver agents and intersection policies to be followed by these agents. These behaviors and policies define how agents interact with one another, control when they cross intersections, and route agents to their destination. This paper demonstrates a simple application using AORTA through an experiment testing intersection policies at a city-wide scale.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Approximately Orchestrated Routing and Transportation Analyzer: Large-scale traffic simulation for autonomous vehicles


    Beteiligte:
    Carlino, Dustin (Autor:in) / Depinet, Mike (Autor:in) / Khandelwal, Piyush (Autor:in) / Stone, Peter (Autor:in)


    Erscheinungsdatum :

    01.09.2012


    Format / Umfang :

    743926 byte





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    ROUTING OF TRANSPORTATION SERVICES FOR AUTONOMOUS VEHICLES

    GOLDMAN BRENT / FORSTER JACOB ROBERT | Europäisches Patentamt | 2022

    Freier Zugriff

    JOINT ROUTING OF TRANSPORTATION SERVICES FOR AUTONOMOUS VEHICLES

    GOLDMAN BRENT / FORSTER JACOB ROBERT | Europäisches Patentamt | 2022

    Freier Zugriff



    Assessing safe autonomous vehicle behavior via large scale traffic simulation

    Oruganti, Pradeep Sharma / Deosthale, Eeshan / Jimenez, Cristhian Lizarazo | IEEE | 2023