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准备好被驾驶:乘客在被人类和自动化驾驶时的偏好和信任。

Get Ready for Being Chauffeured : Passenger's Preferences and Trust While Being Driven by Human and Automation.

机构信息

9189 Ulm University, Germany.

出版信息

Hum Factors. 2020 Dec;62(8):1322-1338. doi: 10.1177/0018720819872893. Epub 2019 Sep 9.

Abstract

OBJECTIVE

We investigated passenger's trust and preferences using subjective, qualitative, and psychophysiological measures while being driven either by human or automation in a field study and a driving simulator experiment.

BACKGROUND

The passenger's perspective has largely been neglected in autonomous driving research, although the change of roles from an active driver to a passive passenger is incontrovertible. Investigations of passenger's appraisals on self-driving vehicles often seem convoluted with active manual driving experiences instead of comparisons with being driven by humans.

METHOD

We conducted an exploratory field study using an autonomous research vehicle ( = 11) and a follow-up experimental driving simulation ( = 24). Participants were driven on the same course by a human and an autonomous agent sitting on a passenger seat. Skin conductance, trust, and qualitative characteristics of the perceived driving situation were assessed. In addition, the effect of driving style (defensive vs. sporty) was evaluated in the simulator.

RESULTS

Both investigations revealed a close relation between subjective trust ratings and skin conductance, with increased trust and by trend reduced arousal for human compared with automation in control. Even though driving behavior was equivalent in the simulator when being driven by human and automation, passengers most preferred and trusted the human-defensive driver.

CONCLUSION

Individual preferences for driving style and human or autonomous vehicle control influence trust and subjective driving characterizations.

APPLICATION

The findings are applicable in human-automation research, reminding to not neglect subjective attributions and psychophysiological reactions as a result of ascribed control duties in relation to specific execution characteristics.

摘要

目的

通过在现场研究和驾驶模拟器实验中使用主观、定性和心理生理测量方法,研究乘客在被人类或自动化驾驶时的信任和偏好。

背景

尽管从主动驾驶变为被动乘客的角色转变不可避免,但在自动驾驶研究中,乘客的视角在很大程度上被忽视了。对自动驾驶车辆的乘客评价的研究往往与主动手动驾驶经验混淆,而不是与人类驾驶进行比较。

方法

我们使用自主研究车辆(n=11)和后续的实验驾驶模拟(n=24)进行了探索性现场研究。参与者在同一路程上由坐在乘客座位上的人类和自主代理驾驶。评估了皮肤电导、信任和感知驾驶情况的定性特征。此外,还在模拟器中评估了驾驶风格(防御性与运动性)的影响。

结果

两项研究都揭示了主观信任评分和皮肤电导之间的密切关系,与自动化相比,人类驾驶时信任度更高,且趋势上唤醒度更低。尽管在模拟器中,当被人类和自动化驾驶时,驾驶行为是等效的,但乘客更喜欢并信任人类防御性驾驶。

结论

驾驶风格和人类或自动驾驶车辆控制的个体偏好会影响信任和主观驾驶特征。

应用

这些发现适用于人机自动化研究,提醒人们不要忽视由于特定执行特征而赋予的控制职责而产生的主观归因和心理生理反应。

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