The invention discloses a driving strategy dynamic adjustment method and system based on driving style recognition. The method comprises the following steps: establishing a driving style classification model; monitoring the behavior data of the driver in real time, completing the confirmation of the driving style of the driver by using a data-driven adaptive algorithm, and dynamically updating the driving style classification model; on the basis of the driving style of the driver, specific behaviors of the driver in different situations are considered, and a scene-driven self-adaptive control strategy is applied to output a current driving strategy of the vehicle; and optimizing the current driving strategy of the vehicle through the interactive feedback of the driver in the driving process. The method can assist the automatic driving system in providing a driving experience mode more conforming to the personal preference of the driver, and improves the comfort and satisfaction of the driver in combination with an intelligent interaction and strategy closed-loop mechanism, and meets the individuation and dynamic adaptability of the automatic driving system.
本发明公开了一种基于驾驶风格识别的行驶策略动态调整方法及系统,建立驾驶风格分类模型;实时监测驾驶员的行为数据,应用数据驱动的自适应算法完成驾驶员驾驶风格的确认,并动态更新所述驾驶风格分类模型;在驾驶员驾驶风格的基础上,考虑驾驶员在不同情境下的具体行为,应用场景驱动的自适应控制策略输出车辆当前行驶策略;通过驾驶员在驾驶过程中的交互反馈进行车辆当前行驶策略的优化。本发明可辅助自动驾驶系统提供更符合驾驶员个人偏好的驾驶体验模式,并结合智能交互与策略闭环机制,提升驾驶员的舒适度和满意度,满足自动驾驶系统个性化和动态适应能力。
Driving strategy dynamic adjustment method and system based on driving style recognition
一种基于驾驶风格识别的行驶策略动态调整方法及系统
2025-01-17
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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