Evaluating Effects of Urgent Takeover Requests on Driver Stress through Galvanic Skin Responses Analysis
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摘要
In conditionally autonomous vehicles, drivers should take over vehicle control when the automated system fails. It is a challenge to perform safely in urgent situations due to critical time constraints and great stress increment. This study conducted a human-in-the-loop driving simulator experiment to identify how driver stress changes during urgent takeovers and the association with driver performance. The urgent takeover request was designed with a time budget of 3s. Stress levels were evaluated through galvanic skin responses (GSR). A moderating effect model was then built between stress levels, minimum time to collision, and brake reaction time. Results showed driver stress was significantly high and peaked from 5s to 10s after the takeover was triggered. Besides, too much stress indicated by GSR data (0.059-0.096mμS) showed significant moderating effects on extending brake reaction time. This study could contribute to improving the takeover strategy with stress traits considered.
关键词
automaed driving;driver stress;GSR;urgent takeover;driver performance
报告人
Yin Weiru
Tongji University

Weiru Yin received the B.Eng. degree in Transportation Engineering from Tongji University, China, in 2020 and is now studying for M.Eng. degree at the College of Transportation Engineering, Tongji University, China.

Her areas of research are driver perception and behavior characteristics in the human-vehicle cooperative driving system. She utilizes the high-fidelity driving simulator and machine learning techniques to optimize human-vehicle interaction and enhance the safety performance of autonomous vehicles under complicated traffic environments.

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重要日期
  • 会议日期

    07月08日

    2022

    07月11日

    2022

  • 07月11日 2022

    报告提交截止日期

  • 07月11日 2022

    注册截止日期

主办单位
Chinese Overseas Transportation Association
Central South University (CSU)
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