• DocumentCode
    173561
  • Title

    Marine pilot trainee´s mental workload for simulator based training using R-R interval

  • Author

    Tanaka, Mitsuru ; Murai, Kensuke ; Hayashi, Yasuhiro

  • Author_Institution
    Maritime Sci., Kobe Univ., Kobe, Japan
  • fYear
    2014
  • fDate
    5-8 Oct. 2014
  • Firstpage
    1522
  • Lastpage
    1526
  • Abstract
    The purpose of this study is that we grasp the value of mental workload for pilot trainee (PT) using a heart rate monitor when they drill in a ship-handling simulator, and that we evaluate the effectiveness of the simulator to supply the place of a real ship based on a trend of the mental workload. The R-R interval data of subjects with a heart rate monitor have accumulated while they train for three months. The data is processed by Spline function interpolation and MEM (Maximum Entropy Method), and then we calculate LF/HF value of the data. The calculated value evaluates mental workload; we originally set a standard value and some values over the value show subject´s stress condition. We summarize the number of times of subject´s stress condition, and find the trend of their mental workload compared with the events of simulator scenarios for ship handling. Finally, we analyze a period when subjects feel stress, and simulator scenario where they are not good at ship handling.
  • Keywords
    computer based training; digital simulation; interpolation; marine engineering; maximum entropy methods; ships; splines (mathematics); MEM; R-R interval; heart rate monitor; marine pilot trainee mental workload; marine pilot trainee stress condition; maximum entropy method; ship-handling simulator; simulator based training; spline function interpolation; Educational institutions; Hafnium; Heart rate; Marine vehicles; Monitoring; Navigation; Training; Heart rate variability; Mental workload; Simulator training;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
  • Conference_Location
    San Diego, CA
  • Type

    conf

  • DOI
    10.1109/SMC.2014.6974132
  • Filename
    6974132