The invention relates to the field of vehicle lamp control, in particular to a vehicle lamp control model training method and a vehicle lamp control method. The vehicle lamp control model training method comprises the steps that vehicle lamp control sample data are acquired, the sample data comprise driving data and vehicle lamp control information, and the driving data comprise the vehicle speed, the steering wheel angle, front vehicle information, current road information, weather information and navigation information; the vehicle lamp control information comprises a deflection angle of a reflecting lens in the MEMS micro vibrating mirror, light source luminous intensity, light source emission frequency and a light source emission form; in response to a to-be-trained model based on a support vector machine, obtaining prediction data of the sample data; model parameters of the to-be-trained model are updated to reduce loss of the prediction data and the sample data, and a vehicle lamp control model is obtained and used for responding to the driving data and predicting vehicle lamp control information. According to the invention, intelligent, accurate and diversified control of the vehicle lamp can be realized.

    本发明涉及车灯控制领域,具体而言,涉及一种车灯控制模型训练方法及车灯控制方法。所述车灯控制模型训练方法包括:获取车灯控制的样本数据,样本数据包括行车数据和车灯控制信息,行车数据包括车速、方向盘转角、前方车辆信息、当前道路信息、天气信息和导航信息,车灯控制信息包括MEMS微振镜中反射镜片的偏转角度、光源发光强度、光源发射频率和光源发射形式;响应于基于支持向量机的待训练模型,得到样本数据的预测数据;更新待训练模型的模型参数,以减少预测数据与样本数据的损失,得到车灯控制模型,其中,车灯控制模型用于响应行车数据,预测车灯控制信息。本发明可实现对车灯的智能化、精确化、多样化控制。


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    Title :

    Vehicle lamp control model training method and vehicle lamp control method


    Additional title:

    车灯控制模型训练方法及车灯控制方法


    Contributors:
    JIANG XIANGPENG (author) / LONG ZHENGFANG (author) / TU SHAOBO (author) / CHEN WEIWEI (author)

    Publication date :

    2024-11-12


    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 / B60Q ARRANGEMENT OF SIGNALLING OR LIGHTING DEVICES, THE MOUNTING OR SUPPORTING THEREOF OR CIRCUITS THEREFOR, FOR VEHICLES IN GENERAL , Anordnung von Signal- oder Beleuchtungsvorrichtungen, deren Einbau oder Halterung oder deren Schaltkreise bei Fahrzeugen allgemein / H05B ELECTRIC HEATING , Elektrische Heizung




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