Analysis of Motion Sickness Associated Brain Activity Using fNIRS: A Driving Simulator Study

被引:13
作者
Zhang, Chenyang [1 ,2 ]
Li, Shuguang [1 ,4 ]
Li, Yaohua [3 ]
Li, Shengbo Eben [4 ]
Nie, Bingbing [4 ]
机构
[1] Univ Elect Sci & Technol China, Sch Automat Engn, Chengdu 611731, Peoples R China
[2] Sichuan Univ, Sch Mech Engn, Chengdu 610065, Peoples R China
[3] Chengdu First Peoples Hosp, Chengdu 610000, Peoples R China
[4] Tsinghua Univ, State Key Lab Automot Safety & Energy, Beijing 100084, Peoples R China
来源
IEEE ACCESS | 2020年 / 8卷 / 08期
关键词
Brain; Vehicles; Roads; Task analysis; Gaussian distribution; Autonomous vehicles; Spectroscopy; Noninvasive functional near-infrared spectroscopy (fNIRS); motion sickness; driving simulator; brain activity; PREFRONTAL CORTEX; NAUSEA; EEG;
D O I
10.1109/ACCESS.2020.3038039
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Motion sickness is a common disease encountered in traditional vehicles as well as autonomous vehicles, which will negatively affect user acceptance. To make clear the pathogenesis of motion sickness, this study focused on drivers' brain activity changes before and after motion sickness happens. Based on the six-degree-of-freedom driving simulator and noninvasive functional near-infrared spectroscopy (fNIRS), a database containing driving operation data synchronized with drivers' brain activity record from 52 participants was collected under straight and curved driving conditions. The correlation analysis between motion sickness and changes of cerebral oxyhemoglobin concentration in the cerebral cortex was carried out based on this database. Results suggest that brain activity associated with motion sickness may differ under different driving conditions. However, the emergence of motion sickness responses is related to the occipital lobe under both driving conditions. Experimental results corroborate with several theoretical hypothesis about motion sickness in neuroscience. Consequently, this study proposes a new approach to research the mechanism of the correlation between motion sickness and cerebral cortex activity, which will contribute to developing the driving assistance system for preventing or alleviating motion sickness in autonomous vehicles.
引用
收藏
页码:207415 / 207425
页数:11
相关论文
共 50 条
  • [31] Evaluation of driver drowsiness using respiration analysis by thermal imaging on a driving simulator
    Kiashari, Serajeddin Ebrahimian Hadi
    Nahvi, Ali
    Bakhoda, Hamidreza
    Homayounfard, Amirhossein
    Tashakori, Masoumeh
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (25-26) : 17793 - 17815
  • [32] Motion cueing algorithm for high performance driving simulator using yaw table
    Fang, Z.
    Tsushima, M.
    Kitahara, E.
    Machida, N.
    Wautier, D.
    Kemeny, A.
    [J]. IFAC PAPERSONLINE, 2017, 50 (01): : 15965 - 15970
  • [33] Analysis of driver speeds under night driving conditions using a driving simulator
    Bella, Francesco
    Calvi, Alessandro
    D'Amico, Fabrizio
    [J]. JOURNAL OF SAFETY RESEARCH, 2014, 49 : 45 - 52
  • [34] Numerical Analysis of Tractor Accidents using Driving Simulator for Autonomous Driving Tractor
    Watanabe, Masahisa
    Sakai, Kenshi
    [J]. PROCEEDINGS OF 2019 5TH INTERNATIONAL CONFERENCE ON MECHATRONICS AND ROBOTICS ENGINEERING (ICMRE 2019), 2019, : 65 - 68
  • [35] Driving performance following a wrist fracture: A pilot study using a driving simulator
    Stinton, Susan B.
    Pappas, Evangelos
    Edgar, Dale W.
    Moloney, Niamh A.
    [J]. HAND THERAPY, 2020, 25 (01) : 26 - 36
  • [36] Classification of driving simulators validation: A case study using an immersive driving simulator
    Andriola, Cesar
    Di Rado, Gustavo Ruben
    Garcia, Daniel Sergio Presta
    Nodari, Christine Tessele
    [J]. ACCIDENT ANALYSIS AND PREVENTION, 2025, 213
  • [37] Using Fiberless, Wearable fNIRS to Monitor Brain Activity in Real-world Cognitive Tasks
    Pinti, Paola
    Aichelburg, Clarisse
    Lind, Frida
    Power, Sarah
    Swingler, Elizabeth
    Merla, Arcangelo
    Hamilton, Antonia
    Gilbert, Sam
    Burgess, Paul
    Tachtsidis, Ilias
    [J]. JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, 2015, (106):
  • [38] The Impact of Physical Motion Cues on Driver Braking Performance: A Clinical Study Using Driving Simulator and Eye Tracker
    El Hamdani, Sara
    Bouchner, Petr
    Kunclova, Tereza
    Lehet, David
    [J]. SENSORS, 2023, 23 (01)
  • [39] Exploring the Brain Activity Related to Missing Penalty Kicks: An fNIRS Study
    Slutter, Max W. J.
    Thammasan, Nattapong
    Poel, Mannes
    [J]. FRONTIERS IN COMPUTER SCIENCE, 2021, 3
  • [40] Analysis of Brain Activity during VR-based Driving Using Near-Infrared Spectroscopy
    Watanuki, Keiichi
    Hirayama, Kenta
    Kaede, Kazunori
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), 2013, : 4134 - 4141