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Tactical-Level Input with Multimodal Feedback for Unscheduled Takeover Situations in Human-Centered Automated Vehicles

机译:具有多模型反馈的战术级输入,用于人以人为本的自动化车辆中的未划分的收购情况

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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:在3级运行的自动车辆可以要求人类驾驶员由于系统限制而在某些情况下干预。随着驾驶员工作量不足和突然增加的情况,对手动驾驶的不被转移给手动驾驶的转移将产生安全问题。在这项研究中,我们提出并评估了具有多模式的人机界面(HMI)的战术级输入(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,从而实现双边驱动器 - 车辆交互。 TLI以及能够进行多式联运反馈的HMI可以提供在短时间内增强驾驶员情境意识的情况自适应空间信息。为了评估所提出的系统,我们使用驾驶模拟器进行了涉及城市环境中的未划分的收购情况的驾驶实验。我们分析了驾驶员反应时间,生理反应,包括心率,皮肤电导和主观工作量以及与手动收购相比的定性反馈。结果表明,TLI可以减少驾驶员工作负载,反应时间和改善驾驶员行为。此外,90 %的驱动程序优先使用TLI方法通过手动收购。

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