The invention discloses a vehicle speed prediction method. The method can be applied to the technical field of intelligent driving, and specifically comprises the following steps: processing historical vehicle speed information of a target vehicle at each historical moment in a historical time period according to global vehicle speed characteristics of the target vehicle in the historical time period to obtain vehicle speed aggregation characteristics of the target vehicle at each historical moment; processing the historical acceleration information of the target vehicle at each historical moment according to the global acceleration characteristics of the target vehicle at the historical time periods to obtain acceleration aggregation characteristics of the target vehicle at each historical moment; and predicting the future vehicle speed of the target vehicle at the future moment according to the first similarity between the vehicle speed aggregation features, the vehicle speed aggregation features, the second similarity between the acceleration aggregation features and the acceleration aggregation features. Based on the method and the device, the finally predicted future vehicle speed is more accurate, and the predicted future vehicle speed is higher in reference value.

    本申请公开了一种车速预测方法。该方法可应用于智能驾驶技术领域,具体可以包括:根据目标车辆在历史时段的全局车速特征,对目标车辆在历史时段内各历史时刻的历史车速信息进行处理,得到目标车辆在各历史时刻的车速聚合特征;根据目标车辆在历史时段的全局加速度特征,对目标车辆在各历史时刻的历史加速度信息进行处理,得到目标车辆在各历史时刻的加速度聚合特征;根据各车速聚合特征之间的第一相似度和各车速聚合特征,以及各加速度聚合特征之间的第二相似度和各加速度聚合特征,预测目标车辆在未来时刻的未来车速。基于本申请,使得最终预测得到的未来车速更加准确,也使的预测得到的未来车速更具参考价值。


    Access

    Download


    Export, share and cite



    Title :

    Vehicle speed prediction method


    Additional title:

    车速预测方法


    Contributors:
    HUANG QIANHAI (author) / ZHU QIANYONG (author) / HUANG DAFEI (author) / LIAN YUAN (author) / HUANG SHUAI (author)

    Publication date :

    2024-12-06


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion



    VEHICLE SPEED PREDICTION METHOD

    LAI YUAN-CHENG / WANG SSU-FAN / LIN BOR-SHEN | European Patent Office | 2017

    Free access

    Vehicle speed prediction method, vehicle speed prediction device, vehicle control device and storage medium

    LI JIANQIU / ZHANG JIANHUI / XU LIANGFEI et al. | European Patent Office | 2020

    Free access

    Vehicle speed prediction method and device

    XU KANG / KONG CAIXIA / ZHAO RUI et al. | European Patent Office | 2023

    Free access

    VEHICLE SPEED PREDICTION METHOD AND DEVICE

    XU KANG / KONG CAIXIA / ZHAO RUI et al. | European Patent Office | 2024

    Free access

    Vehicle speed prediction method and device

    ZHAO XIULIANG / YUAN HEHU / WANG LEI et al. | European Patent Office | 2024

    Free access