The Neuroergonomics of Aircraft Cockpits: The Four Stages of Eye-Tracking Integration to Enhance Flight Safety

被引:38
作者
Peysakhovich, Vsevolod [1 ]
Lefrancois, Olivier [1 ]
Dehais, Frederic [1 ]
Causse, Mickael [1 ]
机构
[1] Univ Toulouse, Dept Concept & Conduite Vehicules Aeronaut & Spat, ISAE SUPAERO, 10 Ave Edouard Belin, F-31055 Toulouse 4, France
关键词
eye-tracking; eye movements; assistive technologies; human factors; neuroergonomics; aircraft cockpit;
D O I
10.3390/safety4010008
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Commercial aviation is currently one of the safest modes of transportation; however, human error is still one major contributing cause of aeronautical accidents and incidents. One promising avenue to further enhance flight safety is Neuroergonomics, an approach at the intersection of neuroscience, cognitive engineering and human factors, which aims to create better human-system interaction. Eye-tracking technology allows users to "monitor the monitoring" by providing insights into both pilots' attentional distribution and underlying decisional processes. In this position paper, we identify and define a framework of four stages of step-by-step integration of eye-tracking systems in modern cockpits. Stage I concerns Pilot Training and Flight Performance Analysis on-ground; stage II proposes On-board Gaze Recordings as extra data for the "black box" recorders; stage III describes Gaze-Based Flight Deck Adaptation including warning and alerting systems, and, eventually, stage IV prophesies Gaze-Based Aircraft Adaptation including authority taking by the aircraft. We illustrate the potential of these four steps with a description of incidents or accidents that we could certainly have avoided thanks to eye-tracking. Estimated milestones for the integration of each stage are also proposed together with a list of some implementation limitations. We believe that the research institutions and industrial actors of the domain will all benefit from the integration of the framework of the eye-tracking systems into cockpits.
引用
收藏
页数:15
相关论文
共 50 条
[41]   An Attentional Bias Modification Task, through Virtual Reality and Eye-Tracking Technologies, to Enhance the Treatment of Anorexia Nervosa [J].
Meschberger-Annweiler, Franck-Alexandre ;
Ascione, Mariarca ;
Porras-Garcia, Bruno ;
Ferrer-Garcia, Marta ;
Moreno-Sanchez, Manuel ;
Miquel-Nabau, Helena ;
Serrano-Troncoso, Eduardo ;
Carulla-Roig, Marta ;
Gutierrez-Maldonado, Jose .
JOURNAL OF CLINICAL MEDICINE, 2023, 12 (06)
[42]   Safety Assessment of Exit Advance Guide Signs in Mountainous Highway Tunnel Based on Eye-Tracking Technology [J].
Lu, Hao ;
Shang, Ting ;
Wei, Yi ;
Wu, Peng .
IEEE ACCESS, 2021, 9 :111315-111325
[43]   Anxiety-Related Attention Bias in Four- to Eight-Year-Olds: An Eye-Tracking Study [J].
Stuijfzand, Suzannah ;
Stuijfzand, Bobby ;
Reynolds, Shirley ;
Dodd, Helen .
BEHAVIORAL SCIENCES, 2020, 10 (12)
[44]   Integration of Eye-Tracking Based Studies into e-Commerce Websites Evaluation Process with eQual and TOPSIS Methods [J].
Watrobski, Jaroslaw ;
Jankowski, Jaroslaw ;
Karczmarczyk, Artur ;
Ziemba, Pawel .
INFORMATION SYSTEMS: RESEARCH, DEVELOPMENT, APPLICATIONS, EDUCATION, 2017, 300 :56-80
[45]   Automated detection of learning stages and interaction difficulty from eye-tracking data within a mixed reality learning environmen [J].
Ogunseiju, Omobolanle Ruth ;
Gonsalves, Nihar ;
Akanmu, Abiola Abosede ;
Abraham, Yewande ;
Nnaji, Chukwuma .
SMART AND SUSTAINABLE BUILT ENVIRONMENT, 2024, 13 (06) :1473-1489
[46]   Marker-Based Safety Functionality for Human-Robot Collaboration Tasks by Means of Eye-Tracking Glasses [J].
Masi, Enrico ;
Nguyen, Nhu Toan ;
Monari, Eugenio ;
Valori, Marcello ;
Vertechy, Rocco .
MACHINES, 2025, 13 (02)
[47]   Leveraging eye-tracking technologies to promote aviation safety- A review of key aspects, challenges, and future perspectives [J].
Lyu, Mengtao ;
Fan, Li ;
Xu, Gangyan ;
Su, Han .
SAFETY SCIENCE, 2023, 168
[48]   Using eye tracking to enhance the efficiency and safety of tram drivers - designing visual attention training [J].
Warchol-Jakubowska, Anna .
PROCEEDINGS OF THE 2024 ACM SYMPOSIUM ON EYE TRACKING RESEARCH & APPLICATIONS, ETRA 2024, 2024,
[49]   Using EEG and eye-tracking as indicators to investigate situation awareness variation during flight monitoring in air traffic control system [J].
Li, Qinbiao ;
Ng, Kam K. H. ;
Yu, Simon C. M. ;
Yiu, Cho Yin ;
Li, Fan ;
Chan, Felix T. S. .
JOURNAL OF NAVIGATION, 2024, 77 (04) :485-506
[50]   Computational Methods for Continuous Eye-Tracking Perimetry Based on Spatio-Temporal Integration and a Deep Recurrent Neural Network [J].
Grillini, Alessandro ;
Hernandez-Garcia, Alex ;
Renken, Remco J. ;
Demaria, Giorgia ;
Cornelissen, Frans W. .
FRONTIERS IN NEUROSCIENCE, 2021, 15