Truck transportation occupies a dominant position in road transportation, with the increase of freight demand and the number of trucks, the traffic congestion on the road is also become an urgent problem to be solved. Different to the family cars, the trucks in the process of driving the parking need and occupy a larger space, and loading and unloading time is longer, easy to have an impact on the surrounding traffic. Therefore, based on GPS track data, this paper adopts the grid processing method to identify the truck stopping points and compare it with its nearby POI data to know the POI information near the truck's stopping points. And then the parking time of the trucks is analyzed and it is found that most of the parking time of the trucks is within 100 minutes. Finally, the DBSCAN density clustering algorithm for truck hotspot area identification model is built for this paper, and the parking hotspots of trucks are analyzed and the results of clustering are derived. It can provide a basis for the road pipeline department to control the traffic in the internal area of the hotspot as well as the surrounding area, reducing congestion and reducing the hidden danger, and improving the efficiency of truck transportation.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Identifying and analyzing heavy truck stops from GPS data by grid processing


    Beteiligte:
    Easa, Said (Herausgeber:in) / Wei, Wei (Herausgeber:in) / Yuan, Xinwu (Autor:in) / Yang, Yang (Autor:in) / Song, Yuanyuan (Autor:in) / Yao, Enjian (Autor:in)

    Kongress:

    Eighth International Conference on Electromechanical Control Technology and Transportation (ICECTT 2023) ; 2023 ; Hangzhou, China


    Erschienen in:

    Proc. SPIE ; 12790


    Erscheinungsdatum :

    07.09.2023





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Identifying and analyzing heavy truck stops from GPS data by grid processing

    Yuan, Xinwu / Yang, Yang / Song, Yuanyuan et al. | British Library Conference Proceedings | 2023


    The truck stops here?

    Online Contents | 1994


    Identifying Truck Stops from a Large Stream of GPS Data via a Hidden Markov Chain Model

    Taghavi, Mehdi / Irannezhad, Elnaz / Prato, Carlo G. | IEEE | 2019


    The method of calculating the number of truck stops

    Dubolazov Anatoliy / Lukashevich Nikita / Simakova Zoya et al. | DOAJ | 2019

    Freier Zugriff

    Reducing Truck Stops at High-Speed Isolated Traffic Signals

    S. R. Sunkari / H. A. Charara / T. Urbanik | NTIS | 2000