The invention relates to the technical field of automobile safety, in particular to a driver attention monitoring method and device with an embedded driving style. The method comprises the following steps of: firstly, acquiring sight angle data of a driver at the current moment, vehicle driving state data, driver operation data at the previous moment and current actual driver operation data; and then, inputting the sight angle data of the driver at the current moment, the vehicle driving state data and the driver operation data at the previous moment into the trained recurrent neural network model together, so as to obtain the currently predicted driver operation data. And determining the driving style of the current driver based on the current predicted driver operation data and the actual operation data. If the driving style of the current driver is significantly different from the driving style in the historical record, it is indicated that the driver may be inattention. At the moment, corresponding prompt information needs to be generated to remind a driver to concentrate attention, and driving safety is ensured.
本发明涉及汽车安全技术领域,尤其涉及一种内嵌驾驶风格的驾驶员注意力监测方法和装置。本发明首先采集当前时刻驾驶员的视线转角数据、车辆行驶状态数据,以及上一时刻的驾驶员操作数据和当下实际的驾驶员操作数据。随后,将当前时刻的驾驶员视线转角数据、车辆行驶状态数据与上一时刻的驾驶员操作数据,一同输入已完成训练的循环神经网络模型中,以此得出当前预测的驾驶员操作数据。基于当前预测的驾驶员操作数据和实际操作数据,判定当前驾驶员的驾驶风格。若当前驾驶员的驾驶风格与历史记录中的驾驶风格存在显著差异,便表明驾驶员可能存在注意力不集中的情况。此时,需生成相应的提示信息,以提醒驾驶员集中注意力,确保行车安全。
Driver attention monitoring method and device with embedded driving style
内嵌驾驶风格的驾驶员注意力监测方法和装置
2025-04-15
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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