Differences in driver takeover performance and physiological responses in conditionally automated driving: Links to emotional instability

被引:0
|
作者
Huang, Jing [1 ]
Long, Xiaofang [1 ]
Qi, Chenggong [2 ]
Hu, Lin [3 ,4 ]
Gao, Kun [5 ]
机构
[1] Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Peoples R China
[2] United Automot Elect Syst Co Ltd, Shanghai 201206, Peoples R China
[3] Changsha Univ Sci & Technol, Sch Automot & Mech Engn, Changsha 410114, Peoples R China
[4] Changsha Univ Sci & Technol, Hunan Prov Key Lab Safety Design & Reliabil Techno, Changsha 410114, Peoples R China
[5] Chalmers Univ Technol, Dept Architecture & Civil Engn, SE-41296 Gothenburg, Sweden
基金
中国国家自然科学基金;
关键词
Automated driving safety; Emotion instability; Takeover transitions; Physiological responses; Psychological characteristics; PERSONALITY; EEG; FREQUENCY; STRESS; SAFETY; ANGER;
D O I
10.1016/j.trf.2024.07.001
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
When the automated driving system reaches its technical limit, drivers will have to take over control from the vehicle within a limited time. The drivers' emotional instability may affect whether they can safely control the vehicle during takeover transitions. Accordingly, this paper explores the association between emotional instability and physiological responses and driver takeover performance. 42 drivers engaged in negative emotion induced by movie clips were involved in a sequence of takeover events in a driving simulator. Personality questionnaires were used to assess the driver's level of emotional instability. Their physiological data before the takeover request (TOR) and operational behavior data fragments for the takeover process were extracted. The results demonstrated that integration of subjective evaluations with electroencephalogram (EEG) and electrocardiogram (ECG) signals allows for more objective measurement of drivers' level of emotional instability. The statistical analyses indicated that emotional instability has a significant effect on drivers' heartbeat interval, heart rate, the frequency bands of theta(4-8 Hz), alpha(8-12 Hz), beta(13-30 Hz), gamma (30-50 Hz) and lateral takeover performance. Those findings of differences in driver physiological responses and takeover performance under emotional instability may provide additional support for the design of driver state monitoring and adaptive warning systems.
引用
收藏
页码:73 / 86
页数:14
相关论文
共 50 条
  • [1] An analysis of physiological responses as indicators of driver takeover readiness in conditionally automated driving
    Deng, Min
    Gluck, Aaron
    Zhao, Yijin
    Li, Da
    Menassa, Carol C.
    Kamat, Vineet R.
    Brinkley, Julian
    [J]. ACCIDENT ANALYSIS AND PREVENTION, 2024, 195
  • [2] Predicting driver takeover performance in conditionally automated driving
    Du, Na
    Zhou, Feng
    Pulver, Elizabeth M.
    Tilbury, Dawn M.
    Robert, Lionel P.
    Pradhan, Anuj K.
    Yang, X. Jessie
    [J]. ACCIDENT ANALYSIS AND PREVENTION, 2020, 148
  • [3] Safety Compensation for Improving Driver Takeover Performance in Conditionally Automated Driving
    Yao, Hua
    An, Suyang
    Zhou, Huiping
    Itoh, Makoto
    [J]. JOURNAL OF ROBOTICS AND MECHATRONICS, 2020, 32 (03) : 530 - 536
  • [4] Predicting Driver Takeover Time in Conditionally Automated Driving
    Ayoub, Jackie
    Du, Na
    Yang, X. Jessie
    Zhou, Feng
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (07) : 9580 - 9589
  • [5] Predicting Takeover Performance in Conditionally Automated Driving
    Du, Na
    Zhou, Feng
    Pulver, Elizabeth
    Tilbury, Dawn
    Robert, Lionel P.
    Pradhan, Anuj K.
    Yang, X. Jessie
    [J]. CHI'20: EXTENDED ABSTRACTS OF THE 2020 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, 2020,
  • [6] Examining the effects of emotional valence and arousal on takeover performance in conditionally automated driving
    Du, Na
    Zhou, Feng
    Pulver, Elizabeth M.
    Tilbury, Dawn M.
    Robert, Lionel P.
    Pradhan, Anuj K.
    Yang, X. Jessie
    [J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2020, 112 : 78 - 87
  • [7] Psychophysiological responses to takeover requests in conditionally automated driving
    Du, Na
    Yang, X. Jessie
    Zhou, Feng
    [J]. ACCIDENT ANALYSIS AND PREVENTION, 2020, 148
  • [8] Speech-based takeover requests in conditionally automated driving: Effects of different voices on the driver takeover performance
    Wang, Yi
    Zhang, Wei
    Zhou, Ronggang
    [J]. APPLIED ERGONOMICS, 2022, 101
  • [9] Takeover quality prediction based on driver physiological state of different cognitive tasks in conditionally automated driving
    Zhu, Jieyu
    Ma, Yanli
    Zhang, Yiran
    Zhang, Yaping
    Lv, Chen
    [J]. ADVANCED ENGINEERING INFORMATICS, 2023, 57
  • [10] Is driving experience all that matters? Drivers' takeover performance in conditionally automated driving
    Zhang, Neng
    Fard, Mohammad
    Davy, John Laurence
    Parida, Sibashis
    Robinson, Stephen R.
    [J]. JOURNAL OF SAFETY RESEARCH, 2023, 87 : 323 - 331