An increase in the traffic flow intensity leads to increased transportation costs, inclusive of heightened travel duration and fuel consumption. Consequently, adaptive traffic control remains a central challenge in modern urban cities. Conversely, an increase in the number of data sources and their volume, alongside advancements in machine learning and artificial intelligence techniques, provide opportunities to enhance the efficiency of solving traffic control issues. One of the most common approaches to solving traffic control problems is adaptive traffic signal control at signalized intersections. To solve this problem, various control approaches are used, including choosing the next phase, keeping or changing the current phase, and choosing the duration of the next phase. This paper focuses on an adaptive traffic signal control problem denoted as adaptively selecting the duration of the next phase from a predefined sequence of phases. We propose a modified adaptive traffic signal method aimed at maximizing the weighted traffic flow passing through the intersection during the considered time interval (phase duration). Experimental studies conducted using the SUMO microscopic traffic simulation package validated the efficacy of our proposed approach.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Adaptive Traffic Signal Control by Choosing Phase Duration


    Beteiligte:


    Erscheinungsdatum :

    20.05.2024


    Format / Umfang :

    880034 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Signal duration control method and device of traffic signal lamp and storage medium

    YAN LIJING / HAO YONGGANG / JIANG WEIHAO | Europäisches Patentamt | 2023

    Freier Zugriff

    Self-adaptive traffic signal control method

    PI JIATIAN / YANG XINMIN / WU CHANGZHI | Europäisches Patentamt | 2022

    Freier Zugriff

    Traffic signal machine adaptive control method, traffic signal machine and control system

    YANG PENG / LIN JIE / CHENG YAN et al. | Europäisches Patentamt | 2022

    Freier Zugriff