The prediction of vehicle trajectory is an important step in safe driving. The relative positions or speeds of vehicles affect the interactions between them, which in turn produce predictions of trajectories. Through the trajectory prediction of each vehicle to form a complete safe driving environment. This paper will be divided into two parts for vehicle track, namely manual setting and machine learning. The advantage of manual setting is that it is convenient to observe the characteristics and then make other vehicles follow the corresponding behaviour. However, the disadvantage is that the characteristics that can be observed are incomplete, which makes the experimental error relatively large. The advantage of machine learning is that through previous experience to make all vehicles change in the corresponding situation. Through previous experience to make all vehicles change in the corresponding situation. An effective extraction and addition of the original data is helpful to reduce the final error.


    Access

    Access via TIB

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Vehicle trajectory prediction through manual setting and machine learning


    Contributors:
    Liu, Xinyu (author) / Jiang, Ruixuan (author) / Nie, Yulong (author) / Cheng, Libo (author) / Xiang, Yuchen (author)

    Conference:

    ISCTT 2022 - 7th International Conference on Information Science, Computer Technology and Transportation ; 2022 ; Xishuangbanna, China


    Published in:

    Publication date :

    2022-01-01


    Size :

    5 pages



    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Trajectory setting device and trajectory setting method

    KINDO TOSHIKI | European Patent Office | 2021

    Free access

    TRAJECTORY SETTING DEVICE AND TRAJECTORY SETTING METHOD

    KINDO TOSHIKI | European Patent Office | 2020

    Free access

    TRAJECTORY SETTING DEVICE AND TRAJECTORY SETTING METHOD

    KINDO TOSHIKI | European Patent Office | 2023

    Free access

    Trajectory setting device and trajectory setting method

    KINDO TOSHIKI | European Patent Office | 2023

    Free access

    Trajectory setting device and trajectory setting method

    KINDO TOSHIKI | European Patent Office | 2020

    Free access