论文标题

当行人不了解其意图时,行人在与自动车辆的互动中的凝视行为是什么?

What Is the Gaze Behavior of Pedestrians in Interactions with an Automated Vehicle When They Do Not Understand Its Intentions?

论文作者

Liu, Hailong, Hirayama, Takatsugu, Morales, Luis Yoichi, Murase, Hiroshi

论文摘要

随着AV的普及,行人与自动车辆(AV)之间的相互作用将大大增加。但是,行人通常对AV的信任不足,尤其是当他们对AV在互动中的意图感到困惑时。这项研究旨在评估行人是否清楚地了解AV在互动中的驾驶意图,并提出了有关行人凝视行为与他们对AV意图的理解之间关系的实验研究。这项研究中调查的假设是,行人了解AV的驾驶意图的越少,他们凝视行为的持续时间就越长。设计的行人 - 车辆相互作用实验旨在验证提出的假设。将机器人轮椅用作手动驾驶车辆(MV)和AV与行人互动,同时记录了行人的凝视数据及其对驾驶意图的主观评估。实验结果支持了我们的假设,因为行人对AV的持续时间与他们对AV驾驶意图的理解之间存在负相关。此外,MV上大多数行人的目光持续时间比AV上的持续时间短。因此,我们对外部人机界面(EHMI)的设计师提出了两项​​建议:(1)当行人与AV进行互动时,应提供AV的驾驶意图; (2)如果行人在AV显示其驾驶意图后仍在AV凝视,则AV应提供有关其驾驶意图的更清晰的信息。

Interactions between pedestrians and automated vehicles (AVs) will increase significantly with the popularity of AV. However, pedestrians often have not enough trust on the AVs , particularly when they are confused about an AV's intention in a interaction. This study seeks to evaluate if pedestrians clearly understand the driving intentions of AVs in interactions and presents experimental research on the relationship between gaze behaviors of pedestrians and their understanding of the intentions of the AV. The hypothesis investigated in this study was that the less the pedestrian understands the driving intentions of the AV, the longer the duration of their gazing behavior will be. A pedestrian--vehicle interaction experiment was designed to verify the proposed hypothesis. A robotic wheelchair was used as the manual driving vehicle (MV) and AV for interacting with pedestrians while pedestrians' gaze data and their subjective evaluation of the driving intentions were recorded. The experimental results supported our hypothesis as there was a negative correlation between the pedestrians' gaze duration on the AV and their understanding of the driving intentions of the AV. Moreover, the gaze duration of most of the pedestrians on the MV was shorter than that on an AV. Therefore, we conclude with two recommendations to designers of external human-machine interfaces (eHMI): (1) when a pedestrian is engaged in an interaction with an AV, the driving intentions of the AV should be provided; (2) if the pedestrian still gazes at the AV after the AV displays its driving intentions, the AV should provide clearer information about its driving intentions.

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