The invention discloses a road traffic management system based on cloud computing. The road traffic management system comprises a data acquisition module, a data processing and analysis module, a storage module and a flow regulation and control module, the data acquisition module is used for acquiring initial pedestrian and vehicle data of a plurality of intersections in real time; the data processing and analyzing module processes and analyzes the initial man-vehicle data to obtain comprehensive flow information; the storage module is used for storing initial man-vehicle data and comprehensive flow information; and the flow regulation and control module is used for constructing a traffic optimization model and regulating and controlling the traffic flow based on the comprehensive flow information and the traffic optimization model. According to the invention, vehicle flow information is obtained through multiple channels, and non-motor vehicle flow information is established through establishing a head identification model; an initial model is obtained according to historical information, iterative optimization is carried out on the model in combination with flow information, instant guidance information is obtained, and the accuracy of traffic optimization management is improved; recommended driving routes are obtained through path planning, vehicle shunting is achieved, and traffic congestion is reduced.

    本发明公开了一种基于云计算的道路交通管理系统,包括:数据采集模块、数据处理分析模块、存储模块、流量调控模块;数据采集模块用于实时获取若干路口的初始人车数据;数据处理分析模块对初始人车数据进行处理分析,获得综合流量信息;存储模块用于存储初始人车数据与综合流量信息;流量调控模块用于构建交通优化模型,基于综合流量信息、交通优化模型对交通流量进行调控。本发明通过多渠道获取车辆流量信息,通过建立头部识别模型非机动车流量信息;根据历史信息获得初始模型,结合流量信息对模型进行迭代优化,获得即时指导信息,提高交通优化管理的准确性;通过路径规划获得推荐行驶路线,实现车辆分流,减少交通拥堵。


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    Title :

    Road traffic management system based on cloud computing


    Additional title:

    一种基于云计算的道路交通管理系统


    Contributors:
    LIU YANTAO (author) / QIN NA (author)

    Publication date :

    2023-04-25


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06V



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