首页> 外文会议>IEEE/ASME International Conference on Advanced Intelligent Mechatronics >Tactical-Level Input with Multimodal Feedback for Unscheduled Takeover Situations in Human-Centered Automated Vehicles
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Tactical-Level Input with Multimodal Feedback for Unscheduled Takeover Situations in Human-Centered Automated Vehicles

机译:在以人为中心的自动驾驶汽车中计划外的接管情况下,具有多模式反馈的战术级输入

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Automated vehicles operating in level 3 may request the human driver to intervene in certain situations due to system limitations. Unscheduled transferring of control to manual driving will create safety issues as consequences of inadequate situational awareness and sudden increase of driver workload. In this study, we propose and evaluate tactical-level input (TLI) method with a multimodal human-machine interface (HMI) for driver intervention in short-term system limitations. The HMI system consists of touchscreen, gesture, and haptic interfaces enabling bilateral driver-vehicle interaction. TLI along with the HMI capable of multimodal feedback can provide situation-adaptive spatial information which enhance the driver situational awareness in a short time. To evaluate the proposed system we conducted driving experiments involving unscheduled takeover situations in urban environment using a driving simulator. We analyzed driver reaction times, physiological responses including heart rate, skin conductance and subjective workload as well as qualitative feedback comparing with manual takeover. The results show that TLI can reduce driver workload, reaction times, and improve driver behavior. Moreover, 90% of drivers preferred to use TLI method over manual takeover.
机译:由于系统限制,在3级操作的自动驾驶汽车可能会要求驾驶员在某些情况下进行干预。计划外的将控制权转移到手动驾驶将产生安全问题,因为情况意识不足和驾驶员工作负荷突然增加。在这项研究中,我们提出并评估了具有多模式人机界面(HMI)的战术水平输入(TLI)方法,用于在短期系统限制中进行驾驶员干预。 HMI系统由触摸屏,手势和触觉界面组成,可实现驾驶员与车辆之间的双向交互。 TLI以及具有多模式反馈功能的HMI可以提供情况自适应的空间信息,从而在短时间内增强驾驶员的状态意识。为了评估提出的系统,我们使用驾驶模拟器进行了涉及城市环境中非计划性接管情况的驾驶实验。与手动接管相比,我们分析了驾驶员的反应时间,包括心率,皮肤电导和主观工作量在内的生理反应以及定性反馈。结果表明,TLI可以减少驾驶员的工作量,缩短反应时间并改善驾驶员的行为。此外,与手动接管相比,有90%的驾驶员更喜欢使用TLI方法。

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