The invention relates to the technical field of vehicles, in particular to a training method for a prediction model of a cruise control vehicle, which comprises the following steps: acquiring vehicle driving data and scene data during driving; acquiring manual adjustment data of a driver on the cruise control parameters; and performing model training by taking the driving data, the scene data and the manual adjustment data as training data to construct a prediction model for predicting the cruise control parameters of the vehicle. The invention also relates to a cruise control method for a vehicle, a computer program product, a training device for a prediction model for cruise control of a vehicle, a cruise control device for a vehicle and a vehicle. According to the embodiment of the invention, the high-precision prediction model is trained by using the data of the vehicle, so that the prediction model can accurately reflect the driving habits of the driver and the influence of the external driving environment, the cruise control parameters of the vehicle can be accurately predicted, different drivers and specific driving environments can be individually adapted, and the driving safety and comfort are improved.

    本发明涉及车辆技术领域,具体涉及一种用于巡航控制车辆的预测模型的训练方法,包括:获取车辆行驶数据及行驶期间的场景数据;获取驾驶员对巡航控制参数的手动调节数据;将行驶数据、场景数据和手动调节数据作为训练数据进行模型训练以构建用于预测车辆巡航控制参数的预测模型。还涉及一种用于车辆的巡航控制方法、一种计算机程序产品、一种用于巡航控制车辆的预测模型的训练装置、一种用于车辆的巡航控制装置和一种车辆。通过本发明的实施例,利用车辆各数据训练高精准预测模型,使预测模型能准确反映驾驶员的驾驶习惯和外部行驶环境的影响,由此可准确预测车辆巡航控制参数并个性化适配不同驾驶员以及具体驾驶环境,提升驾驶安全和舒适度。


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    Titel :

    Training method of predictive model for cruise control vehicle, cruise control method for vehicle, computer program product, training device, cruise control device and vehicle


    Weitere Titelangaben:

    用于巡航控制车辆的预测模型的训练方法、用于车辆的巡航控制方法、计算机程序产品、训练装置、巡航控制装置以及车辆


    Beteiligte:
    WANG JUNSONG (Autor:in)

    Erscheinungsdatum :

    2024-05-10


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion



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