The embodiment of the invention discloses a vehicle identification method and device, electronic equipment and a storage medium. The method comprises the following steps: clustering first vehicle data collected by a radar at the current moment by adopting a first clustering window to obtain current first clustering information; vehicle type identification is carried out on the vehicle described by the current first clustering information; clustering second vehicle data collected by the radar at the current moment by adopting a second clustering window to obtain current second clustering information; the second vehicle data is the vehicle data of the vehicle type corresponding to the second clustering window identified in the first vehicle data; and performing vehicle type identification on the vehicle described by the current second clustering information. By adopting the technical scheme of the embodiment of the invention, on the premise of not depending on other sensors, not needing to modify radar signal processing and not increasing algorithm complexity excessively, vehicle identification is carried out by depending on the single radar sensor, and meanwhile, the cart splitting phenomenon is effectively inhibited.

    本发明实施例公开了一种车辆识别方法、装置、电子设备及存储介质。该方法包括:采用第一聚类窗对雷达当前时刻采集的第一车辆数据进行聚类,得到当前第一聚类信息;对当前第一聚类信息所描述车辆进行车辆类型识别;采用第二聚类窗对雷达当前时刻采集的第二车辆数据进行聚类,得到当前第二聚类信息;第二车辆数据为第一车辆数据中被识别为第二聚类窗对应车辆类型的车辆数据;对当前第二聚类信息所描述车辆进行车辆类型识别。采用本发明实施例的技术方案,在不依赖其他传感器、不需要修改雷达信号处理以及不过多增加算法复杂度的前提下,依靠单雷达传感器进行车辆识别,同时有效抑制大车分裂现象。


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    Title :

    Vehicle identification method and device, electronic equipment and storage medium


    Additional title:

    车辆识别方法、装置、电子设备及存储介质


    Contributors:
    GU YI (author)

    Publication date :

    2024-03-12


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G01S RADIO DIRECTION-FINDING , Funkpeilung / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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