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Behavior

Published: May 19, 2023 doi: 10.3791/65170

Materials

Name Company Catalog Number Comments
3D engine SDK Epic Games Unreal Engine 4
GameAnalytics Unreal SDK
This SDK is a powerful yet flexible free analytics tool designed for games.
CPU Intel IntelCore i9 One of the most powerful CPU on the mainstream market.
Eye tracking SDK Tobii Tobii XR SDK This SDK provide device agnostic access to eye tracking data to allow development for headsets from many different hardware vendors and is not limited to devices using Tobii Eye Tracking hardware.
Eye tracking software Developed by the research team A program that tracks the movement of a person's eyes while they are using a virtual reality HMD.
FlySimulator program Developed by the research team A software that simulates flying experiences in a virtual environment, using VR HMD and hand-held controllers.
Graphics card NVIDIA GeForce RTX 3090
10496 NVIDIA CUDA Cores
1.70 GHz Boost Clock  
24 GB Memory Size
GDDR6X Memory Type
One of the most powerful graphics card on the mainstream market.
Operating system (OS) Microsoft Windows XP An operating system (OS) developed and exclusively distributed by Microsoft Corporation
Replica control panel THRUSTMASTER 2960720 2971004 2962072 2960748 2960769 U.S. Air Force A-10C attack aircraft HOTAS
Replica joystick THRUSTMASTER 2960720 U.S. Air Force A-10C attack aircraft HOTAS
Replica pedal THRUSTMASTER TPR pendular rudder
Replica throttle THRUSTMASTER U.S. Air Force A-10C attack aircraft HOTAS
Screen connected to PC Redmi RMMNT27NF, 27-inch, 1920 X 1080 resolution ratio Screen allows the experimenter to simultaneously view what is happening in the VR HMD
Screen recording software OBS Project OBS Studio Version 28.0 A free and open source software for video recording and live streaming
Statistical power analysis software Open-Source G*power Version 3.1.9.6 A free and user-friendly tool for estimating statistical power and sample size.
Statistical software IBM SPSS Version 24.0 A powerful statistical software platform
Versatile statistics tool GraphPad Software GraphPad Prism Version 9.4.0 A versatile statistics tool purpose-built for scientists-not statisticians
VR app store HTC Corporation VIVE Software 2.0.17.6 / 2.1.17.6 An app store for virtual reality where customers can explore, create, connect, and experience the content they love and need.
VR head-mounted display (HMD) HTC Corporation VIVE Pro Eye A VR headset with precision eye tracking
VR software Steam Steam VR Version 1.23 A tool for experiencing VR content on the hardware

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References

  1. Oberhauser, M., Dreyer, D., Braunstingl, R., Koglbauer, I. What's real about virtual reality flight simulation. Aviation Psychology and Applied Human Factors. 8 (1), 22-34 (2018).
  2. Oberhauser, M., Dreyer, D. A virtual reality flight simulator for human factors engineering. Cognition, Technology & Work. 19 (2-3), 263-277 (2017).
  3. Rolfe, J. M., Staples, K. J. Flight Simulation. , Cambridge University Press. Cambridge, New York. (1986).
  4. Robinson, A., Mania, K., Perey, P. Flight simulation: Research challenges and user assessments of fidelity. Proceedings of the 2004 ACM SIGGRAPH International Conference on Virtual Reality Continuum and its Applications in Industry. , 261-268 (2004).
  5. Moroney, W. F., Moreney, B. W. Flight Simulation. Handbook of Aviation Human Factors. , Lawrence Erlbaum Associates. Mahwah, New Jersey. 261-268 (1999).
  6. McCarty, W. D., Sheasby, S., Amburn, P., Stytz, M. R., Switzer, C. A virtual cockpit for a distributed interactive simulation. IEEE Computer Graphics and Applications. 14 (1), 49-54 (1994).
  7. Dorr, K. U., Schiefel, J., Kubbat, I. Virtual cockpit simulation for pilot training. In . The Hague, The Netherlands. What is Essential for Virtual Reality Systems to Meet Military Human Performance Goals? RTO human factors and medicine panel (HEM) workshop. , The Hague. The Netherlands. (2001).
  8. Bauer, M., Klingauf, U. Virtual-reality as a future training medium for civilian flight procedure training. AIAA Modeling and Simulation Technologies Conference and Exhibit. , Honolulu, Hawaii. 18-21 (2008).
  9. Yavrucuk, I., Kubali, E., Tarimci, O. A low cost flight simulator using virtual reality tools. IEEE Aerospace and Electronic Systems Magazine. 26 (4), 10-14 (2011).
  10. Aslandere, T., Dreyer, D., Pankratz, F., Schubotz, R. A generic virtual reality flight simulator. Virtuelle und Erweiterte Realität, 11. Workshop der GI-Fachgruppe VR/AR. , Shaker Verlag. Aachen. 1-13 (2014).
  11. Joyce, R. D., Robinson, S. K. The rapidly reconfigurable research cockpit. AIAA Modeling and Simulation Technologies Conference. , Dallas, Texas. 22-26 (2015).
  12. Schijven, M. P., Jakimowicz, J. J., Carter, F. J. How to select aspirant laparoscopic surgical trainees: Establishing concurrent validity comparing Xitact LS500 index performance scores with standardized psychomotor aptitude test battery scores. The Journal of Surgical Research. 121 (1), 112-119 (2004).
  13. Huang, P., Zhu, X., Liu, X., Xiao, W., Wu, S. Psychology selecting device for air force pilot recruitment based on virtual reality technology, has industrial personal computer connected with memory, where industrial control computer is connected with image display device. , CN111920428-A (2020).
  14. Wojciechowski, P., Wojtowicz, K. Simulator sickness and cybersickness as significant indicators in a primary selection of candidates for FPV drone piloting. 2022 IEEE 9th International Workshop on Metrology for AeroSpace (MetroAeroSpace). , Pisa, Italy. (2022).
  15. Ziv, G. Gaze behavior and visual attention: A review of eye tracking studies in aviation. The International Journal of Aviation Psychology. 26 (3-4), 75-104 (2016).
  16. Lai, M. L., et al. A review of using eye-tracking technology in exploring learning from 2000 to 2012. Educational Research Review. 10, 90-115 (2013).
  17. Robinski, M., Stein, M. Tracking visual scanning techniques in training simulation for helicopter landing. Journal of Eye Movement Research. 6 (2), 1-17 (2013).
  18. Yang, J. H., Kennedy, Q., Sullivan, J., Fricker, R. D. Pilot performance: Assessing how scan patterns & navigational assessments vary by flight expertise. Aviation Space and Environmental Medecine. 84 (2), 116-124 (2013).
  19. Yu, C. S., Wang, E. M. Y., Li, W. C., Braithwaite, G., Greaves, M. Pilots' visual scan patterns and attention distribution during the pursuit of a dynamic target. Aerospace Medicine and Human Performance. 87 (1), 40-47 (2016).
  20. Haslbeck, A., Zhang, B. I spy with my little eye: Analysis of airline pilots' gaze patterns in a manual instrument flight scenario. Applied Ergonomics. 63, 62-71 (2017).
  21. Brams, S., et al. Does effective gaze behavior lead to enhanced performance in a complex error-detection cockpit task. PLoS One. 13 (11), e0207439 (2018).
  22. Peißl, S., Wickens, C. D., Baruah, R. Eye-tracking measures in aviation: A selective literature review. The International Journal of Aerospace Psychology. 28 (3-4), 98-112 (2018).
  23. Jin, H., et al. Study on how expert and novice pilots can distribute their visual attention to improve flight performance. IEEE Access. 9, 44757-44769 (2021).
  24. Lounis, C., Peysakhovich, V., Causse, M. Visual scanning strategies in the cockpit are modulated by pilots' expertise: A flight simulator study. PLoS One. 16 (2), e0247061 (2021).
  25. Bellenkes, A. H., Wickens, C. D., Kramer, A. F. Visual scanning and pilot expertise: The role of attentional flexibility and mental model development. Aviation Space and Environmental. 68 (7), 569-579 (1997).
  26. Kasarskis, P., Stehwien, J., Hickox, J., Aretz, A., Wickens, C. Comparison of expert and novice scan behaviors during VFR flight. Proceedings of the 11th International Symposium on Aviation Psychology. , Columbus, Ohio. (2001).
  27. Lorenz, B., et al. Performance, situation awareness, and visual scanning of pilots receiving onboard taxi navigation support during simulated airport surface operation. Human Factors and Aerospace Safety. 6 (2), 135-154 (2006).
  28. Horrey, W. J., Alexander, A. L., Wickens, C. D. Does workload modulate the effects of in-vehicle display location on concurrent driving and side task performance. Driving Simulator Conference North America Proceedings. , Dearborn, Michigan. October 8-10 (2013).
  29. Wang, L., Ren, Y., Sun, H., Dong, C. A landing operation performance evaluation method and device based on flight data. In Engineering Psychology and Cognitive Ergonomics: Cognition and Design. , Springer International Publishing. Vancouver, British Columbia, Canada. 297-305 (2017).
  30. Wang, L., Ren, Y., Wu, C. Effects of flare operation on landing safety: A study based on ANOVA of real flight data. Safety Science. 102, 14-25 (2018).
  31. Huang, R., Sun, H., Wu, C., Wang, C., Lu, B. Estimating eddy dissipation rate with QAR flight big data. Applied Sciences. 9 (23), 5192 (2019).
  32. Wang, L., Zhang, J., Dong, C., Sun, H., Ren, Y. A method of applying flight data to evaluate landing operation performance. Ergonomics. 62 (2), 171-180 (2019).
  33. Gerathewohl, S. J. Leitfaden der Militärischen Flugpsychologie. Verlag für Wehrwissenschaften. , (1987).
  34. Ugwitz, P., Kvarda, O., Juříková, Z., Šašinka, Č, Tamm, S. Eye-tracking in interactive virtual environments: implementation and evaluation. Applied Sciences. 12 (3), 1027 (2022).
  35. Faul, F., Erdfelder, E., Lang, A. -G., Buchner, A. G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods. 39 (2), 175-191 (2007).
  36. Boslaugh, S. E. Snellen Chart. , (2018).
  37. He, J., Becic, E., Lee, Y. -C., McCarley, J. S. Mind wandering behind the wheel. Human Factors: The Journal of the Human Factors and Ergonomics Society. 53 (1), 13-21 (2011).
  38. Tanveer Alam, GitHub - tanvcodes/qar_analytics: Scripts for working with publicly available Quick Access Recorder (QAR) data from a fleet of 35 BAE-146 aircraft. GitHub. , Retrieved on December 20,2022 from https://github.com/tanvcodes/qar_analytics (2022).
  39. Shapiro, S. S., Wilk, M. B. An analysis of variance test for normality (complete samples). Biometrika. 52 (3-4), 591-611 (1965).
  40. Hintze, J. L., Nelson, R. D. Violin plots: A box plot-density trace synergism. The American Statistician. 52 (2), 181-184 (1998).
  41. Cohen, J. Statistical Power Analysis for the Behavioral Sciences (2nd ed.). , Erlbaum, Hillsdale, NJ. (1988).
  42. Sawilowsky, S. S. New effect size rules of thumb. Journal of Modern Applied Statistical Methods. 8 (2), 26 (2009).
  43. Bateman, T. S., Crant, J. M. The proactive component of organizational behavior: A measure and correlates. Journal of Organizational Behavior. 14 (2), 103-118 (1993).
  44. Endsley, M. R. Measurement of situation awareness in dynamic systems. Human Factors. 37 (1), 65-84 (1995).
  45. Hunter, D. R. Measuring general aviation pilot judgment using a situational judgment technique. The International Journal of Aviation Psychology. 13 (4), 373-386 (2003).
  46. Kim, H. K., Park, J., Choi, Y., Choe, M. Virtual reality sickness questionnaire (VRSQ): Motion sickness measurement index in a virtual reality environment. Applied Ergonomics. 69, 66-73 (2018).
  47. Hart, S. G. NASA Task Load Index (TLX). , (1986).
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Cite this Article

Ke, L., Zhang, Z., Ma, Y., Xiao, Y., More

Ke, L., Zhang, Z., Ma, Y., Xiao, Y., Wu, S., Wang, X., Liu, X., He, J. Evaluating Flight Performance and Eye Movement Patterns Using Virtual Reality Flight Simulator. J. Vis. Exp. (195), e65170, doi:10.3791/65170 (2023).

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