Recently, the Next Generation Simulation (NGSIM) has attracted many researchers' interests because of its representative data and rich contents. Based on the NGSIM data, this paper calibrates the multi-anticipative car-following models, including multi-anticipative IDM, multi-anticipative FVDM, MHVD model, and MVD model. Before calibration, this article pre-processes the accelerations and velocities since there are several defects in the original data. The calibration of car-following models and multi-anticipative car-following models is grounded on the Levenberg-Marquardt algorithm; furthermore, the calibration results of car-following models can provide important reference value for researchers, such as the appropriate estimating ranges of model parameters, while the results of calibrating multi-anticipative car-following models not only introduce the parameter estimation ranges but also testify that, in reality, the multi-anticipative models are more suitable and two preceding vehicles can be a better choice.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Calibration of Acceleration-Based and Multi-Anticipative Car-Following Models by NGSIM Trajectory Data


    Beteiligte:
    Sun, Li Jun (Autor:in) / Chen, Xi Qun (Autor:in) / Xie, Wei Jun (Autor:in) / Yang, Xinmiao (Autor:in)

    Kongress:

    Tenth International Conference of Chinese Transportation Professionals (ICCTP) ; 2010 ; Beijing, China


    Erschienen in:

    ICCTP 2010 ; 1773-1784


    Erscheinungsdatum :

    22.07.2010




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Calibration of Acceleration-Based and Multi-Anticipative Car-Following Models by NGSIM Trajectory Data

    Sun, L.J. / Chen, X.Q. / Xie, W.J. et al. | British Library Conference Proceedings | 2010


    Calibration of MITSIM and IDM car-following model based on NGSIM trajectory datasets

    Chen, Chenyi / Li, Li / Hu, Jianming et al. | IEEE | 2010


    Calibration of an interrupted traffic flow system using NGSIM trajectory data sets

    Fang, Yaling / Shi, Zhongke / Cao, Jinliang | IEEE | 2014


    Developing extended trajectory database for heterogeneous traffic like NGSIM database

    Raju, Narayana / Arkatkar, Shriniwas / Easa, Said et al. | Taylor & Francis Verlag | 2022