Automated driving is nowadays considered as a solution to solve traffic congestion and increase driving comfort. However, it will be commercialized only until its functionality and safety are validated. Due to the complexity of traffic situations billons of stochastic test kilometres are required for the validation, which makes the validation in real world expensive. Simulation-based test is a way to reduce the cost. Traffic flow models can generate the various test scenarios required in simulation-based test. However, the traditional modelling methods are normally aimed at realistic representation of a real traffic flow and can hardly be proven that the generated traffic flow can have a high coverage over the corner cases required by automated driving validation. This paper introduces a method for microscopic modelling of stochastic traffic flow for automated driving validation. Its quick coverage over corner cases for automated driving is proven.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Stochastic microscopic modelling of traffic flow for automated driving validation


    Beteiligte:
    Falcone, Francisco (Herausgeber:in) / Yao, Xinwei (Herausgeber:in) / Cao, Peng (Autor:in)

    Kongress:

    4th International Conference on Internet of Things and Smart City (IoTSC 2024) ; 2024 ; Hangzhou, China


    Erschienen in:

    Proc. SPIE ; 13224


    Erscheinungsdatum :

    2024-08-07





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Modelling Eco-Driving Support System for Microscopic Traffic Simulation

    Johan Olstam / Viktor Bernhardsson / Charisma Choudhury et al. | DOAJ | 2019

    Freier Zugriff

    Calibration and Validation of Microscopic Traffic Flow Models

    Brockfeld, Elmar / Kühne, Reinhart / Wagner, Peter | Deutsches Zentrum für Luft- und Raumfahrt (DLR) | 2004

    Freier Zugriff

    Calibration and Validation of Microscopic Traffic Flow Models

    Brockfeld, Elmar / Kühne, Reinhart D. / Wagner, Peter | Transportation Research Record | 2004


    Calibration and Validation of Microscopic Traffic Flow Models

    National Research Council (U.S.) | British Library Conference Proceedings | 2005


    Calibration and Validation of Microscopic Traffic Flow Models

    Brockfeld, Elmar / Wagner, Peter | Deutsches Zentrum für Luft- und Raumfahrt (DLR) | 2003

    Freier Zugriff