The invention relates to a cloud data fused vehicle behavior recognition method and device, and belongs to the technical field of data processing.The cloud data fused vehicle behavior recognition method comprises the steps that real-time driving data of a target vehicle is acquired, the real-time driving data comprises driving data of vehicles around the geographic position of the target vehicle and traffic cloud data; taking the preprocessed real-time driving data as the input of a vehicle behavior recognition model, and determining the real-time vehicle behavior of the target vehicle based on the output of the vehicle behavior recognition model; wherein the vehicle behavior recognition model is obtained based on historical driving data of the target vehicle and historical vehicle behavior training. According to the invention, while the influence of the vehicles around the target vehicle on the target vehicle is considered, the influence of other factors on the target vehicle is also considered in combination with the cloud data, so that the accuracy of vehicle driving behavior recognition is effectively improved.
本发明涉及一种融合云端数据的车辆行为识别方法及装置,属于数据处理技术领域,其中,该融合云端数据的车辆行为识别方法包括:获取目标车辆的实时行驶数据,所述实时行驶数据包括目标车辆所处地理位置的周围车辆行驶数据和交通云端数据;将预处理后的所述实时行驶数据作为车辆行为识别模型的输入,基于所述车辆行为识别模型的输出确定所述目标车辆的实时车辆行为;其中,所述车辆行为识别模型是基于所述目标车辆的历史行驶数据及历史车辆行为训练得到的。本发明在考虑目标车辆周围车辆对目标车辆的影响的同时,还结合云端数据考虑了其他因素对于目标车辆的影响,从而有效提升了车辆驾驶行为识别的准确性。
Vehicle behavior identification method and device fusing cloud data
一种融合云端数据的车辆行为识别方法及装置
06.05.2025
Patent
Elektronische Ressource
Chinesisch
IPC: | G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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 / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung |
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