The invention discloses a driving style identification method and system and a storage medium, and the method comprises the steps: S100: obtaining driving data of different drivers in driving scenes with different traffic flow densities, the driving data comprising driving manipulation data and vehicle driving data; s200, sampling the driving data to obtain a sample set, and constructing a driving style recognition model by using the sample set to obtain a driving style recognition model corresponding to each driving behavior under each traffic flow density; and S300, identifying the driving style of the to-be-tested driver by using the driving style identification model. The driving style recognition model is established for different traffic flow densities and different driving behaviors, the recognition precision is remarkably improved, and more accurate and more comprehensive driving styles can be obtained.
本发明公开了一种驾驶风格识别方法、系统及存储介质,该识别方法包括:S100:获取不同驾驶员在不同车流密度驾驶场景下的驾驶数据,所述驾驶数据包括驾驶操纵数据和车辆行驶数据;S200:对驾驶数据进行采样获得样本集,利用样本集构建驾驶风格识别模型,得各车流密度下各驾驶行为对应的驾驶风格识别模型;S300:采用驾驶风格识别模型识别待测驾驶员的驾驶风格。本发明针对不同车流密度和不同驾驶行为建立驾驶风格识别模型,识别精度得到显著提升,可得到更准确更全面的综合驾驶风格。
Driving style identification method and system and storage medium
一种驾驶风格识别方法、系统及存储介质
2022-11-22
Patent
Electronic Resource
Chinese
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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