Exploring the Relationship between Mental Workload, Variation in Performance and Physiological Parameters

作者: A. Marinescu , S. Sharples , A.C. Ritchie , T. Sánchez López , M. McDowell

DOI: 10.1016/J.IFACOL.2016.10.618

关键词: PsychologySimulationApplied psychologyMental arithmeticWorkloadCognitionTask (project management)Variation (game tree)

摘要: Abstract: Real time non-intrusive mental workload level estimation may lead to significant improvements in the design and operation of future flight decks, reducing cognitive demand on pilots. This study explores relationship between workload, variation performance objective physiological measures. The presented was performed laboratory conditions required participants perform a custom-designed tracking task with elements arithmetic that imposed varying levels workload. data collected consisted of: measurements (heart inter-beat intervals, breathing rate, facial thermography); subjective ratings from (ISA NASA-TLX); measured within task. Initial results suggest thermography as good candidate for temperature variations some areas, example nose, appear relate well changes by measures performing

参考文章(7)
Christopher D. Wickens, John Lee, Yili D. Liu, Sallie Gordon-Becker, Introduction to Human Factors Engineering (2nd Edition) Prentice-Hall, Inc.. ,(2003)
John Stemberger, Robert S. Allison, Thomas Schnell, Thermal Imaging as a Way to Classify Cognitive Workload canadian conference on computer and robot vision. pp. 231- 238 ,(2010) , 10.1109/CRV.2010.37
Koji Murai, Yuji Hayashi, Tadatsugi Okazaki, Laurie C. Stone, Nobuo Mitomo, Evaluation of ship navigator's mental workload using nasal temperature and heart rate variability systems, man and cybernetics. pp. 1528- 1533 ,(2008) , 10.1109/ICSMC.2008.4811503
Andrew J. Tattersall, G. Robert J. Hockey, Level of operator control and changes in heart rate variability during simulated flight maintenance Human Factors. ,vol. 37, pp. 682- 698 ,(1995) , 10.1518/001872095778995517
Vincent G. Duffy, Calvin K.L. Or, Development of a facial skin temperature-based methodology for non-intrusive mental workload measurement Occupational ergonomics. ,vol. 7, pp. 83- 94 ,(2007)
Sarah Sharples, John R. Wilson, Methods in the understanding of human factors CRC Press. pp. 16- 46 ,(2005) , 10.1201/9781420055948-5