Study on comprehensive evaluation method of pilot mental workload

被引:0
|
作者
Zhang, Huan [1 ]
Wanyan, Xiaoru [1 ]
Zhuang, Damin [1 ]
Wu, Xu [1 ]
机构
[1] Beijing Univ Aeronaut & Astronaut, Sch Aeronaut Sci & Engn, Beijing 100083, Peoples R China
来源
2014 SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC), VOL 1 | 2014年
关键词
mental workload; subjective assessment; ECG measurement; eye movement measurement; INDEXES;
D O I
10.1109/IHMSC.2014.35
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Diverse flight situations will have different influences on the function of a pilot's brain. To study these influences and confirm the sensitivity of related measurements, flight simulation tasks are carried out on an aircraft cockpit ergonomics evaluation experimental base. Subjects are required to monitor the changes of flight information and make corresponding flight operations simultaneously. Different quantities of abnormal information on the head-up display are handled so that pilot mental workload can be divided into four levels. Subjective assessment, behavior performance and physiological measurements are comprehensively applied to evaluate subjects' mental workload. Experiment results indicate that both subjective assessment based on NASA Task Load Index (TLX) and behavior performance can reflect the changes of pilot mental workload; heart rate variability, mean pupil diameter and eyelid opening indices are sensitive to mental workload in terms of physiological measurements. Combining all above measurements, a comprehensive evaluation method can provide a reasonable basis of pilot mental workload assessment and classification under complex flight tasks.
引用
收藏
页码:110 / 113
页数:4
相关论文
共 50 条
  • [11] Evaluation of Pilot Mental Workload for Simulator Based Training Using Heart Rate Variability
    Tanaka, Masahiro
    Murai, Koji
    Hayashi, Yuji
    2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), 2013, : 4601 - 4605
  • [13] A pilot study of marking accuracy and mental workload as measures of OSCE examiner performance
    Byrne, Aidan
    Soskova, Tereza
    Dawkins, Jayne
    Coombes, Lee
    BMC MEDICAL EDUCATION, 2016, 16
  • [14] A pilot study of marking accuracy and mental workload as measures of OSCE examiner performance
    Aidan Byrne
    Tereza Soskova
    Jayne Dawkins
    Lee Coombes
    BMC Medical Education, 16
  • [15] A composite measure for the evaluation of mental workload
    Wang, Lee-ming
    Duffy, Vincent G.
    Du, Yingzi
    DIGITAL HUMAN MODELING, 2007, 4561 : 460 - 466
  • [16] Modeling pilot mental workload using information theory
    Zhang, X.
    Qu, X.
    Xue, H.
    Zhao, H.
    Li, T.
    Tao, D.
    AERONAUTICAL JOURNAL, 2019, 123 (1264): : 828 - 839
  • [17] A New Method for Mental Workload Registration
    Raduentz, Thea
    ENGINEERING PSYCHOLOGY AND COGNITIVE ERGONOMICS, (EPCE 2016), 2016, 9736 : 29 - 37
  • [18] Improving pilot mental workload classification through feature exploitation and combination: a feasibility study
    Noel, JB
    Bauer, KW
    Lanning, JW
    COMPUTERS & OPERATIONS RESEARCH, 2005, 32 (10) : 2713 - 2730
  • [19] A Multidimensional Method for Pilot Workload Assessment and Diagnosis
    Wang, Zhen
    Lu, Yanyu
    Fu, Shan
    AEROSPACE MEDICINE AND HUMAN PERFORMANCE, 2020, 91 (12) : 932 - 939
  • [20] Detecting and Predicting Pilot Mental Workload Using Heart Rate Variability: A Systematic Review
    Wang, Peizheng
    Houghton, Robert
    Majumdar, Arnab
    SENSORS, 2024, 24 (12)