The invention relates to the technical field of traffic guidance, in particular to an intelligent traffic guidance device based on machine learning, which comprises an intelligent system and a guidance device body, and is characterized in that the intelligent system comprises the following modules: an acquisition module used for acquiring environment information; the analysis module is used for analyzing causes of the environment information to obtain an analysis result; the processing module is used for processing the environment information to obtain a processing result; the learning module is used for creating a machine learning model and training the machine learning model according to the processing result; the prediction module is used for predicting future traffic conditions through a machine learning model to obtain a prediction result and sending the prediction result to the control module; and the control module is used for adjusting the guiding strategy of the guiding device body according to the prediction result. According to the method, the machine learning model is established and trained, and the future traffic condition is predicted through the machine learning model, so that the traffic pressure is effectively relieved, and the road passing efficiency is improved.

    本发明涉及交通引导技术领域,具体涉及一种基于机器学习的智能交通引导装置,包括智能系统和引导装置本体,智能系统包括以下模块:采集模块,用于采集环境信息;分析模块,用于分析环境信息的成因,得出分析结果;处理模块,用于对环境信息进行处理,得到处理结果;学习模块,用于创建机器学习模型,并根据处理结果训练机器学习模型;预测模块,用于通过机器学习模型对未来交通情况进行预测,得出预测结果,并将预测结果发送到控制模块;控制模块,用于根据预测结果调整引导装置本体的引导策略。本发明通过建立和训练机器学习模型,并通过机器学习模型对未来交通情况进行预测,有效缓解了交通压力,提高了道路通行的效率。


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    Title :

    Intelligent traffic guiding device based on machine learning


    Additional title:

    一种基于机器学习的智能交通引导装置


    Contributors:
    PISHLO AHMAD AMINI (author) / TANG HONGYUAN (author) / ZHANG LILI (author) / ZHAO YUANDI (author) / YANG YANXIN (author) / CHEN XU (author) / FU YONGGUO (author) / RUAN WENDE (author) / DAN QILIAN (author) / LI YI (author) ... [more]

    Publication date :

    2025-02-14


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

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



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