Behavioral and physiological responses to takeovers in different scenarios during conditionally automated driving

被引:7
作者
Du, Na [1 ]
Zhou, Feng [2 ]
Tilbury, Dawn M. [3 ]
Robert, Lionel P. [4 ]
Yang, X. Jessie [5 ]
机构
[1] Univ Pittsburgh, Informat & Networked Syst, Pittsburgh, PA 15260 USA
[2] Univ Michigan, Ind & Mfg Syst Engn, Dearborn, MI USA
[3] Univ Michigan, Robot, Ann Arbor, MI USA
[4] Univ Michigan, Sch Informat, Ann Arbor, MI USA
[5] Univ Michigan, Ind & Operat Engn, Ann Arbor, MI USA
关键词
Conditionally automated driving; Takeover scenarios; Road environment; Takeover transition; GEOMETRIC DESIGN; VEHICLE CONTROL; COGNITIVE LOAD; PERFORMANCE; DRIVERS; IMPACT; TASK; REQUESTS; MODALITIES; SITUATIONS;
D O I
10.1016/j.trf.2024.01.008
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
A variety of takeover scenarios will happen in conditionally automated driving. Previous studies presented mixed results regarding the effects of scenarios on takeover performance. According to drivers' strategies for takeover requests, this study selected eight representative takeover scenarios and categorized them into lane keeping and lane changing scenarios. To investigate the effects of scenario type and road environment (highway vs. urban) on drivers' takeover performance and physiological responses, a driving simulation study was conducted as a mixed design with 40 participants (average age = 22.8 years). The results showed that in lane changing scenarios, with the same sensing capability, drivers on highways had deteriorated takeover performance in the form of harsher takeover maneuvers and higher collision risk, as well as higher arousal and stress, compared to urban areas. However, such effects disappeared or even reversed in lane keeping scenarios on the curves, where drivers on highways had smoother takeover maneuvers and lower arousal and stress. These findings will help us understand the vital roles scenario type and road environment play during takeover transitions. Our findings have implications for the design of advanced driver-assistance systems and will improve driving safety in conditionally automated driving.
引用
收藏
页码:320 / 331
页数:12
相关论文
共 66 条
[31]  
Louw T., 2015, DRIVER INATTENTION V
[32]   Coming back into the loop: Drivers' perceptual-motor performance in critical events after automated driving [J].
Louw, Tyron ;
Markkula, Gustav ;
Boer, Erwin ;
Madigan, Ruth ;
Carsten, Oliver ;
Merat, Natasha .
ACCIDENT ANALYSIS AND PREVENTION, 2017, 108 :9-18
[33]   Toward Computational Simulations of Behavior During Automated Driving Takeovers: A Review of the Empirical and Modeling Literatures [J].
McDonald, Anthony D. ;
Alambeigi, Hananeh ;
Engstrom, Johan ;
Markkula, Gustav ;
Vogelpohl, Tobias ;
Dunne, Jarrett ;
Yuma, Norbert .
HUMAN FACTORS, 2019, 61 (04) :642-688
[34]   Highly Automated Driving, Secondary Task Performance, and Driver State [J].
Merat, Natasha ;
Jamson, A. Hamish ;
Lai, Frank C. H. ;
Carsten, Oliver .
HUMAN FACTORS, 2012, 54 (05) :762-771
[35]  
Miller D., 2014, ADJ P 6 INT C AUT US, P1
[36]   Reinventing the Wheel: Transforming Steering Wheel Systems for Autonomous Vehicles [J].
Mok, Brian ;
Johns, Mishel ;
Yang, Stephen ;
Ju, Wendy .
UIST'17: PROCEEDINGS OF THE 30TH ANNUAL ACM SYMPOSIUM ON USER INTERFACE SOFTWARE AND TECHNOLOGY, 2017, :229-241
[37]   Emergency, Automation Off: Unstructured Transition Timing for Distracted Drivers of Automated Vehicles [J].
Mok, Brian ;
Johns, Mishel ;
Lee, Key Jung ;
Miller, David ;
Sirkin, David ;
Ive, Page ;
Ju, Wendy .
2015 IEEE 18TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, :2458-2464
[38]   Getting Back Into the Loop: The Perceptual-Motor Determinants of Successful Transitions out of Automated Driving [J].
Mole, Callum D. ;
Lappi, Otto ;
Giles, Oscar ;
Markkula, Gustav ;
Mars, Franck ;
Wilkie, Richard M. .
HUMAN FACTORS, 2019, 61 (07) :1037-1065
[39]  
Na Du, 2020, AutomotiveUI '20: 12th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, P66, DOI 10.1145/3409120.3410666
[40]   Noncritical State Transitions During Conditionally Automated Driving on German Freeways: Effects of Non-Driving Related Tasks on Takeover Time and Takeover Quality [J].
Naujoks, Frederik ;
Purucker, Christian ;
Wiedemann, Katharina ;
Marberger, Claus .
HUMAN FACTORS, 2019, 61 (04) :596-613