Pilot Mental Workload Prediction Model based on Information Display Interface

被引:0
|
作者
Ma, Meiling [1 ]
Wanyan, Xiaoru [1 ]
Zhuang, Damin [1 ]
机构
[1] Beijing Univ Aeronaut & Astronaut, Dept Aeronaut Sci & Engn, Beijing 100191, Peoples R China
关键词
Mental Workload; Time Pressure; Mathematical Model; Display Interface; Ergonomics;
D O I
10.1109/ICMTMA.2015.192
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To predict the changes of mental workload for the pilot, a mental workload prediction model based on the information display interface, which comprehensively considering the influences of time pressure, information intensity and multidimensional information coding on mental workload, was proposed. In order to verify the validity of the model, 20 subjects performed an indicators monitoring task under different task conditions. Performance measure, subjective measure and physiological measure were adopted for evaluation the mental workload. The integrated experimental results reveal that the changing trend of mental workload calculated by the theoretical model is relatively highly correlated with the practical experimental results. This mental workload prediction model will provide a reference for the ergonomics evaluation and optimization design of cockpit display interface.
引用
收藏
页码:776 / 780
页数:5
相关论文
共 50 条
  • [1] A model for discrimination and prediction of mental workload of aircraft cockpit display interface
    [J]. Zhuang, Damin (dmzhaung@buaa.edu.cn), 1600, Chinese Journal of Aeronautics (27):
  • [2] A model for discrimination and prediction of mental workload of aircraft cockpit display interface
    Wei Zongmin
    Zhuang Damin
    Wanyan Xiaoru
    Liu Chen
    Zhuang Huan
    [J]. Chinese Journal of Aeronautics., 2014, 27 (05) - 1077
  • [3] A model for discrimination and prediction of mental workload of aircraft cockpit display interface
    Wei Zongmin
    Zhuang Damin
    Wanyan Xiaoru
    Liu Chen
    Zhuang Huan
    [J]. Chinese Journal of Aeronautics, 2014, (05) : 1070 - 1077
  • [4] A model for discrimination and prediction of mental workload of aircraft cockpit display interface
    Wei Zongmin
    Zhuang Damin
    Wanyan Xiaoru
    Liu Chen
    Zhuang Huan
    [J]. CHINESE JOURNAL OF AERONAUTICS, 2014, 27 (05) : 1070 - 1077
  • [5] Mental workload prediction model based on information entropy
    Li, Xiang
    Fang, Weining
    Zhou, Yingwei
    [J]. COMPUTER ASSISTED SURGERY, 2016, 21 : 117 - 124
  • [6] Optimization design of vision display interface in plane cockpit based on mental workload
    School of Aeronautic Science and Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100191, China
    [J]. Beijing Hangkong Hangtian Daxue Xuebao, 2008, 7 (782-785):
  • [7] Pilot workload prediction: Number of display elements (nudes) as a predictor
    Bohnen, HGM
    de Reus, AJC
    [J]. HUMAN PERFORMANCE, SITUATION AWARENESS AND AUTOMATION: CURRENT RESEARCH AND TRENDS, VOL 1, 2004, : 220 - 225
  • [8] Mental workload prediction based on attentional resource allocation and information processing
    Xiao, Xu
    Wanyan, Xiaoru
    Zhuang, Damin
    [J]. BIO-MEDICAL MATERIALS AND ENGINEERING, 2015, 26 : S871 - S879
  • [9] Pilot mental workload with predictive system status information
    Trujillo, AC
    [J]. FOURTH ANNUAL SYMPOSIUM ON HUMAN INTERACTION WITH COMPLEX SYSTEMS, PROCEEDINGS, 1998, : 73 - 80
  • [10] Modeling pilot mental workload using information theory
    Zhang, X.
    Qu, X.
    Xue, H.
    Zhao, H.
    Li, T.
    Tao, D.
    [J]. AERONAUTICAL JOURNAL, 2019, 123 (1264): : 828 - 839