The invention provides an efficient traffic violation processing method based on cloud computing, and belongs to the technical field of intelligent traffic. Comprising the following steps: S1, acquiring violation data and performing fragment segmentation on the violation number to generate a plurality of fragments containing the violation data; s2, peccancy feature extraction is carried out according to the data fragments; s3, calculating an average value and a standard deviation of specific features in each segment; s4, calculating a specific characteristic difference value of violation according to the average value and the standard deviation of the characteristics in the fragment, and determining a critical value of the specific characteristic difference value; s5, distributing the data fragments to different computing nodes, and processing the data fragments in parallel by each computing node; s6, aggregating each data fragment result to obtain an analysis result; s7, generating a violation notice according to an analysis result; the technical problems that in the prior art, the data storage and processing capacity is limited, the processing speed is low, and the accuracy is not high can be effectively solved.

    本发明提出一种基于云计算的高效交通违章处理方法,属于智能交通技术领域。包括以下步骤:S1.获取违章数据并将违章数进行片段分割,生成多个包含违章数据的片段;S2.根据数据片段进行违章特征提取;S3.计算每个片段中特定特征的平均值和标准差;S4.根据片段中特征的平均值和标准差计算违章的特定特征差异值,确定特定特征差异值的临界值;S5.将数据片段分配至不同计算节点,每个计算节点并行处理数据片段;S6.将每个数据片段结果进行聚合,得到分析结果;S7.根据分析结果生成违章通知单;本发明可以有效的解决现有技术中存在的数据存储和处理能力有限、处理速度慢、准确性不高的技术问题。


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    Title :

    Efficient traffic violation processing method based on cloud computing


    Additional title:

    一种基于云计算的高效交通违章处理方法


    Contributors:
    LIU XING (author) / SUN CHAO (author) / LI YUNYUAN (author)

    Publication date :

    2024-12-06


    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 / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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