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
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;
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/SMC.2014.6974132