The invention relates to a big data processing system based on vehicle-road cooperation, and the system comprises a data base layer which is used for collecting vehicle end data, road end data and network end data, and carrying out the mining, generalization, treatment, marking and storage processing of the collected data; the algorithm support layer is used for providing an algorithm framework and a model for the data base layer, feeding back an intermediate result and an output result in the data processing process of the algorithm framework and the model to the data base layer, and sending the output result to the data application layer; and the data application layer is used for receiving the output result of the algorithm support layer, planning the driving track of the vehicle according to the output result, and carrying out intelligent vehicle end data visualization on the output result. Compared with the prior art, the vehicle-end and road-end data can be received, and the data can be effectively stored and processed, including data enhancement and labeling.
本发明涉及一种基于车路协同的大数据处理系统,包括:数据底座层:用以采集车端数据、路端数据以及网端数据,并对采集的数据进行挖掘、泛化、治理、标注和存储处理;算法支撑层:用以为数据底座层提供算法框架和模型,将算法框架和模型处理数据过程中的中间结果和输出结果反馈至数据底座层,将输出结果发送至数据应用层;数据应用层:用以接收算法支撑层的输出结果,根据输出结果对车辆的行驶轨迹进行规划,并将输出结果进行智能车端数据可视化。与现有技术相比,本发明能够接收车端、路端数据,对数据进行有效的存储和处理,包括数据增强和标注。
Big data processing system based on vehicle infrastructure cooperation
一种基于车路协同的大数据处理系统
2023-05-05
Patent
Electronic Resource
Chinese
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 / G06V |
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