The invention relates to a vehicle speed prediction apparatus and method. In order to predict a vehicle speed with high accuracy in the form of time series data, the present invention may comprise: an input device that inputs time series data of a driving profile before a prediction time point into an encoder; a learning device that learns a vehicle speed model by using the low-dimensional representation as the output of the encoder, the vehicle speed at the predicted time point, and the driving profile at the predicted time point; and a controller that predicts a vehicle speed based on the vehicle speed model.

    本发明涉及一种车辆的速度预测装置及方法。为了以时序数据的形式高精度地预测车速,本发明可以包括:输入装置,将预测时间点之前的驾驶概况的时序数据输入到编码器中;学习装置,通过利用作为编码器的输出的低维表示、预测时间点的车速和预测时间点的驾驶概况来学习车速模型;以及控制器,基于车速模型来预测车速。


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    Title :

    Vehicle speed prediction device and method


    Additional title:

    车辆的速度预测装置及方法


    Contributors:

    Publication date :

    2022-03-15


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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