Abstract
Pilot training requires significant resources, both material and human. Immersive virtual reality is a good way to reduce costs and get around the lack of resources availability. However, the effectiveness of virtual flight simulation has not yet been fully assessed, in particular, using physiological measures. In this study, 10 pilots performed standard traffic patterns on both real aircraft (DR400) and its virtual simulation (in head-mounted device and motion platform). We used subjective measures through questionnaires of immersion, presence, and ability to control the aircraft, and objective measures using heart rate, and heart rate variability. The results showed that the pilots were able to fully control the aircraft. Points to improve include updating the hardware (better display resolution and hand tracking) and the simulator dynamics for modelling ground effect. During the real experience, the overall heart rate (HR) was higher (+20 bpm on average), and the heart rate variability (HRV) was lower compared to the virtual experience. The flight phases in both virtual and real flights induced similar cardiac responses with more mental efforts during take-off and landing compared to the downwind phase. Overall, our findings indicate that virtual flight reproduces real flight and can be used for pilot training. However, replacing pilot training with exclusively virtual flight hours seems utopian at this point.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Ahmed, S., Irshad, L., Demirel, H.O., Tumer, I.Y.: A comparison between virtual reality and digital human modeling for proactive ergonomic design. In: Duffy, V.G. (ed.) HCII 2019. LNCS, vol. 11581, pp. 3–21. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-22216-1_1
Auer, S., Gerken, J., Reiterer, H., Jetter, H.C.: Comparison between virtual reality and physical flight simulators for cockpit familiarization. In: Mensch und Computer 2021, pp. 378–392 (2021)
Ayoub, A., Pulijala, Y.: The application of virtual reality and augmented reality in oral & maxillofacial surgery. BMC Oral Health 19(1), 1–8 (2019)
Bouchard, S., Robillard, G., Renaud, P.: Questionnaire sur la propension à l’immersion. Lab Cyberpsychologie L’UQO (2002)
Bric, J.D., Lumbard, D.C., Frelich, M.J., Gould, J.C.: Current state of virtual reality simulation in robotic surgery training: a review. Surg. Endosc. 30(6), 2169–2178 (2016)
Chae, J.: Study on firefighting education and training applying virtual reality. Fire Sci. Eng. 32(1), 108–115 (2018)
Clifford, R.M., Jung, S., Hoermann, S., Billinghurst, M., Lindeman, R.W.: Creating a stressful decision making environment for aerial firefighter training in virtual reality. In: 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), pp. 181–189. IEEE (2019)
Dehais, F., et al.: Monitoring pilot’s mental workload using erps and spectral power with a six-dry-electrode eeg system in real flight conditions. Sensors 19(6), 1324 (2019)
Dehais, F., Karwowski, W., Ayaz, H.: Brain at work and in everyday life as the next frontier: grand field challenges for neuroergonomics. Front. Neuroergon. 1 (2020)
Durantin, G., Gagnon, J.F., Tremblay, S., Dehais, F.: Using near infrared spectroscopy and heart rate variability to detect mental overload. Behav. Brain Res. 259, 16–23 (2014)
Feng, Q., Shum, H.P., Morishima, S.: Resolving occlusion for 3d object manipulation with hands in mixed reality. In: Proceedings of the 24th ACM Symposium on Virtual Reality Software and Technology, pp. 1–2 (2018)
Feng, Z., González, V.A., Amor, R., Lovreglio, R., Cabrera-Guerrero, G.: Immersive virtual reality serious games for evacuation training and research: a systematic literature review. Comput. Educ. 127, 252–266 (2018)
Fussell, S.G., Truong, D.: Preliminary results of a study investigating aviation student’s intentions to use virtual reality for flight training. Int. J. Aviat. Aeron. Aeros. 7(3), 2 (2020)
Gateau, T., Ayaz, H., Dehais, F.: In silico vs. over the clouds: on-the-fly mental state estimation of aircraft pilots, using a functional near infrared spectroscopy based passive-bci. Front. Human Neurosci. 12, 187 (2018)
Gramann, K., et al.: Grand field challenges for cognitive neuroergonomics in the coming decade. Front. Neuroergon. 2 (2021)
Grantcharov, T.P., Kristiansen, V.B., Bendix, J., Bardram, L., Rosenberg, J., Funch-Jensen, P.: Randomized clinical trial of virtual reality simulation for laparoscopic skills training. Brit. J. Surg. 91(2), 146–150 (2004). https://doi.org/10.1002/bjs.4407
Hays, R.T., Jacobs, J.W., Prince, C., Salas, E.: Flight simulator training effectiveness: a meta-analysis. Milit. Psychol. 4(2), 63–74 (1992)
Heathers, J.A.: Everything hertz: methodological issues in short-term frequency-domain hrv. Front. Physiol. 5, 177 (2014)
Jensen, L., Konradsen, F.: A review of the use of virtual reality head-mounted displays in education and training. Educ. Inf. Technol. 23(4), 1515–1529 (2018)
Joda, T., Gallucci, G., Wismeijer, D., Zitzmann, N.: Augmented and virtual reality in dental medicine: a systematic review. Comput. Biol. Med. 108, 93–100 (2019)
Jörg, S., Ye, Y., Mueller, F., Neff, M., Zordan, V.: Virtual hands in vr: motion capture, synthesis, and perception. In: SIGGRAPH Asia 2020 Courses, pp. 1–32 (2020)
Kim, Y., Kim, H., Kim, Y.O.: Virtual reality and augmented reality in plastic surgery: a review. Arch. Plast. Surg. 44(3), 179 (2017)
Kothe, C., Medine, D., Boulay, C., Grivich, M., Stenner, T.: Lab streaming layer (2014). https://github.com/sccn/labstreaminglayer
Koutitas, G., Smith, S., Lawrence, G.: Performance evaluation of ar/vr training technologies for ems first responders. Virt. Reality 25(1), 83–94 (2021)
Labedan, P., Darodes-De-Tailly, N., Dehais, F., Peysakhovich, V.: Virtual reality for pilot training: study of cardiac activity. In: VISIGRAPP (2: HUCAPP), pp. 81–88 (2021)
Labedan, P., Dehais, F., Peysakhovich, V.: Evaluation de l’expérience de pilotage d’un avion léger en réalité virtuelle. In: ERGO’IA (2018)
Lawrynczyk, A.: Exploring Virtual Reality Flight Training as a Viable Alternative to Traditional Simulator Flight Training. Ph.D. thesis, Carleton University (2018). https://doi.org/10.22215/etd/2018-13301
Li, L., et al.: Application of virtual reality technology in clinical medicine. Am. J. Transl. Res. 9(9), 3867 (2017)
Markopoulos, E., et al.: Neural network driven eye tracking metrics and data visualization in metaverse and virtual reality maritime safety training (2021)
Meshkati, N.: Heart rate variability and mental workload assessment. In: Hancock, P.A., Meshkati, N. (eds.) Human Mental Workload, Advances in Psychology, vol. 52, pp. 101–115. North-Holland (1988). https://doi.org/10.1016/S0166-4115(08)62384-5, http://www.sciencedirect.com/science/article/pii/S0166411508623845
Oberhauser, M., Dreyer, D., Braunstingl, R., Koglbauer, I.: What’s real about virtual reality flight simulation? Aviation Psychology and Applied Human Factors (2018)
Peysakhovich, V., Monnier, L., Gornet, M., Juaneda, S.: Virtual reality versus real-life training to learn checklists for light aircraft. In: 1st International Workshop on Eye-Tracking in Aviation (2020)
Pottle, J.: Virtual reality and the transformation of medical education. Fut. Healthcare J. 6(3), 181 (2019)
Pourmand, A., Davis, S., Lee, D., Barber, S., Sikka, N.: Emerging utility of virtual reality as a multidisciplinary tool in clinical medicine. Games Health J. 6(5), 263–270 (2017)
Galasko, C.S.: Competencies required to be a competent surgeon. Ann. Roy. Coll. Surg. Engl. 82, 89–90 (2000)
Sakib, M.N., Chaspari, T., Behzadan, A.H.: Physiological data models to understand the effectiveness of drone operation training in immersive virtual reality. J. Comput. Civil Eng. 35(1), 04020053 (2021)
Scannella, S., Peysakhovich, V., Ehrig, F., Lepron, E., Dehais, F.: Assessment of ocular and physiological metrics to discriminate flight phases in real light aircraft. Hum. Fact.: J. Hum. Fact. Ergon. Soc. 60(7), 922–935 (2018). https://doi.org/10.1177/0018720818787135
Silverstein, J.C., Dech, F., Edison, M., Jurek, P., Helton, W., Espat, N.: Virtual reality: immersive hepatic surgery educational environment. Surgery 132(2), 274–277 (2002). https://doi.org/10.1067/msy.2002.125723, http://www.sciencedirect.com/science/article/pii/S0039606002000843
Tarvainen, M.P., Niskanen, J.P., Lipponen, J.A., Ranta-Aho, P.O., Karjalainen, P.A.: Kubios hrv-heart rate variability analysis software. Comput. Methods Progr. Biomed. 113(1), 210–220 (2014)
Thomsen, A.S.S., et al.: Operating room performance improves after proficiency-based virtual reality cataract surgery training. Ophthalmology 124(4), 524–531 (2017)
Togo, F., Takahashi, M.: Heart rate variability in occupational health ___a systematic review. Ind. Health 47(6), 589–602 (2009). https://doi.org/10.2486/indhealth.47.589
Walters, W.T., Walton, J.: Efficacy of virtual reality training for pilots: a review of links between user presence, search task performance, and collaboration within virtual reality. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol. 65, pp. 919–922. SAGE Publications, Los Angeles (2021)
Witmer, B.G., Singer, M.J.: Measuring presence in virtual environments: a presence questionnaire. Presence 7(3), 225–240 (1998)
Xie, B., et al.: A review on virtual reality skill training applications. Front. Virt. Reality 2, 49 (2021)
Zhang, H.: Head-mounted display-based intuitive virtual reality training system for the mining industry. Int. J. Min. Sci. Technol. 27(4), 717–722 (2017)
Acknowledgements
The authors would like to thank Stéphane Juaneda, the safety pilot, for his availability to perform flights and his precious know-how in-flight experimentation. Special thanks to Fabrice Bazelot and Benoît Momier, LFCL mechanics, for their help during the configuration of the experiments. A special thanks to Boris Jost and Alexandre Iche, ISAE-SUPAERO students, for their involvement in this project. Thanks to Guillaume Garrouste for the 3D development of the LFCL environment, and Jérôme Dartigues for building the mechanical part of the VRtigo platform.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 Springer Nature Switzerland AG
About this paper
Cite this paper
Labedan, P., Dehais, F., Peysakhovich, V. (2023). Comparison of Cardiac Activity and Subjective Measures During Virtual Reality and Real Aircraft Flight. In: de Sousa, A.A., et al. Computer Vision, Imaging and Computer Graphics Theory and Applications. VISIGRAPP 2021. Communications in Computer and Information Science, vol 1691. Springer, Cham. https://doi.org/10.1007/978-3-031-25477-2_6
Download citation
DOI: https://doi.org/10.1007/978-3-031-25477-2_6
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-25476-5
Online ISBN: 978-3-031-25477-2
eBook Packages: Computer ScienceComputer Science (R0)