The invention discloses a 5G-based vehicle-road cooperation vehicle-mounted system, and particularly relates to the technical field of vehicle-road cooperation control, the 5G-based vehicle-road cooperation vehicle-mounted system comprises a data acquisition processing module for acquiring lane changing training data, and the lane changing training data comprises lane changing characteristic data and lane changing feasibility corresponding to the lane changing characteristic data; the model training module is used for training a machine learning model for predicting lane changing feasibility based on the lane changing characteristic data; and the prompting module is used for sending a lane changing feasibility result predicted by the machine learning model to a corresponding trip computer for display, and performing lane changing feasibility detection on a lane changing lane in the direction of a steering lamp when the steering lamp of the vehicle is turned on by the machine learning model for estimating the lane changing feasibility based on the lane changing characteristic data. A reference for judging whether to change lanes is provided for the vehicle, so that the occurrence of lane-changing collision accidents and the probability of violating traffic rules are reduced, and the lane-changing safety of the vehicle is improved.
本发明公开了一种基于5G的车路协同车载系统,具体涉及车路协同控制技术领域,包括数据采集处理模块,采集变道训练数据,变道训练数据包括变道特征数据与变道特征数据对应的变道可行性;模型训练模块,基于变道特征数据训练出预测变道可行性的机器学习模型;提示模块,将机器学习模型预测变道可行性结果发送至对应的行车电脑显示,基于变道特征数据估算变道可行性的机器学习模型,在本车开启转向灯时,向转向灯方向的变道车道进行变道可行性检测,通过实时监测本车在变更车道时,为本车提供是否变道参考,减小碰变道撞事故的发生和违反交通规则的概率,提高了本车变道的安全性。
Vehicle-road cooperation vehicle-mounted system based on 5G
一种基于5G的车路协同车载系统
2024-02-02
Patent
Elektronische Ressource
Chinesisch
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / H04L TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION , Übertragung digitaler Information, z.B. Telegrafieverkehr / H04W WIRELESS COMMUNICATION NETWORKS , Drahtlose Kommunikationsnetze |
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