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    • 13. 发明授权
    • Personalized driver stress prediction using geographical databases
    • 使用地理数据库的个性化驾驶员压力预测
    • US06599243B2
    • 2003-07-29
    • US09989431
    • 2001-11-21
    • Bernd WoltermannStefan Schroedl
    • Bernd WoltermannStefan Schroedl
    • A61B500
    • G01C21/3697A61B5/165A61B5/18B60W2050/0029B60W2540/22B60W2550/402G08B21/06
    • A system installed in a motor vehicle for inferring a vehicle operator's stress level from body sensors and from environmental data related to the position and operation of the vehicle. The system functions in a training phase using machine learning techniques to derive a model of an individual operators stress reaction to the environment in which the vehicle is operated and, using the results of this training phase, the system is subsequently used to predict stress levels to be expected when certain traffic conditions are imminent based on a projection of the driver's physiolocial state. The result of this prediction of stress level for the individual driver is used to control or warn the driver with respect to operation and scheduling of attention diverting devices such as cellular phones.
    • 一种安装在机动车辆中的系统,用于从身体传感器以及与车辆的位置和操作有关的环境数据推断车辆操作者的压力水平。 该系统在训练阶段运行,使用机器学习技术来导出单个操作者对车辆操作环境的应力反应的模型,并且使用该训练阶段的结果,该系统随后用于预测压力水平 预计当某些交通状况将根据驾驶员的生理状态的预测即将到来时。 用于个别驾驶员的应力水平的预测的结果被用于控制或警告驾驶员关于诸如蜂窝电话的注意转移设备的操作和调度。
    • 17. 发明申请
    • Method and device for warning a driver of lane departure
    • 警告车道离开司机的方法和装置
    • US20050273264A1
    • 2005-12-08
    • US11141158
    • 2005-05-31
    • Axel GernRainer MoebusVolker OltmannBernd WoltermannZoltan Zomotor
    • Axel GernRainer MoebusVolker OltmannBernd WoltermannZoltan Zomotor
    • B60W30/12B60W40/08B60W50/08B62D15/02G01C21/26G05D1/02
    • B62D15/029B60T2201/08B60T2201/082B60W40/08B60W50/14B60W2540/22
    • A method and device for warning a driver of lane departure, wherein a first analyzer is used to detect the vehicle's lane departure based on image data and/or vehicle data and/or driver activity. The driver then receives a warning as a function of the detection by the first analyzer. In addition, a second analyzer for evaluating the driving situation is provided, which either performs the evaluation of the driving situation after the detection and via which the warning is suppressed as a function of the evaluation, or which alternatively performs an evaluation of the driving situation before the detection and via which a detection of lane departure is suppressed as a function of the evaluation. As a result, the driver receives highly reliable warnings of lane departure, and furthermore thanks to the evaluation of the driving situation erroneous warnings may be recognized highly reliably and as a result suppressed, so that the driver is not distracted unnecessarily and the product enjoys a high acceptance level among users.
    • 一种用于警告车道离开驾驶员的方法和装置,其中第一分析器用于基于图像数据和/或车辆数据和/或驾驶员活动来检测车辆的车道偏离。 然后,驱动器接收到作为第一分析器检测的功能的警告。 此外,提供了用于评估驾驶状况的第二分析器,其对检测之后的驾驶状况进行评估,并且作为评估的函数来抑制警告,或者替代地执行驾驶状况的评估 在检测之前,通过其作为评估的函数抑制车道偏离的检测。 结果,驾驶员接收高可靠性的车道偏离警报,此外,由于驾驶状况的评估,可以高度可靠地识别错误警告,结果被抑制,使得驾驶员不会不必要地分心,产品享有 用户接受程度高。