The invention relates to a road speed calculation method based on deep learning anomaly correction, and mainly solves two kinds of calculation bottleneck problems of low-speed, static and abnormal data caused by satellite positioning data drift and low-speed non-characterization real road conditions such as boarding and alighting. The method comprises the following steps of: 1, acquiring vehicle data of a corresponding road, judging the state of a vehicle according to the acquired data, preprocessing the acquired data, and removing the corresponding data; secondly, after corresponding data are removed, the vehicle running speed of the corresponding road is calculated, and initial speed data of the corresponding road are obtained; 3, correcting the initial speed data of the corresponding road; and 4, comprehensive speed calculation: calculating the comprehensive speed based on the weighted bagging thought and obtaining the comprehensive speed of the corresponding road section.

    本发明涉及一种基于深度学习异常矫正的道路速度计算方法,本发明重点解决由于卫星定位数据漂移导致低速、静止、异常的数据出现,以及如上下客等非表征真实路况低速的这两类计算瓶颈问题。第一步骤:获取相应道路的车辆数据,根据获取数据判断车辆的状态,对获取的数据进行预处理,剔除相应的数据;第二步骤:剔除相应的数据后,计算相应道路的车辆行驶速度,获取相应道路的初始速度数据;第三步骤:对相应道路的初始速度数据进行修正;第四步骤:综合速度计算,基于加权bagging思想的综合速度计算并获取相应路段的综合速速。


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    Titel :

    Road speed calculation method based on deep learning anomaly correction


    Weitere Titelangaben:

    一种基于深度学习异常矫正的道路速度计算方法


    Beteiligte:
    LUO JIANPING (Autor:in) / CHEN HUAN (Autor:in) / YANG SENBIN (Autor:in) / HUANG ZIJING (Autor:in) / YU LIAN (Autor:in) / DU XINKE (Autor:in)

    Erscheinungsdatum :

    28.05.2024


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G01S RADIO DIRECTION-FINDING , Funkpeilung / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS




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