In this paper we present DALI, a distributed, collaborative multi-agent Traffic Signal Timing system (TST) for highly dynamic traffic conditions. In DALI, intersection controllers are augmented with software agents which collaboratively adapt signal timings by considering the feedback of all controller agents that may be affected by a change. The model is based on a real-world TST and is intended to be deployed with minimal changes to the infrastructure. DALI has been validated on a simulated model of the City of Richardson, Texas, comprising 128 signalized intersections. The experimental results show that it outperforms the conventional traffic operation modes as well as an RL-based TST in highly dynamic scenarios.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    A Collaborative Agent-Based Traffic Signal System For Highly Dynamic Traffic Conditions


    Beteiligte:
    Torabi, Behnam (Autor:in) / Wenkstern, Rym Z. (Autor:in) / Saylor, Robert (Autor:in)


    Erscheinungsdatum :

    01.11.2018


    Format / Umfang :

    987165 byte





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch






    Collaborative distributed agent-based traffic light system and method of use

    ZALILA-WENKSTERN RYM / TORABI BEHNAM | Europäisches Patentamt | 2023

    Freier Zugriff

    COLLABORATIVE DISTRIBUTED AGENT-BASED TRAFFIC LIGHT SYSTEM AND METHOD OF USE

    ZALILA-WENKSTERN RYM / TORABI BEHNAM | Europäisches Patentamt | 2020

    Freier Zugriff