Exploring the Human-Centric Interaction Paradigm: Augmented Reality-Assisted Head-Up Display Design for Collaborative Human-Machine Interface in Cockpit

•An exploratory interaction paradigm, the Augmented Reality assisted Head-up display (AR-HUD), has been developed utilising Microsoft HoloLens 2, introducing collaborative human–machine interaction (CHMI) in cockpit design tailored to diverse flight scenarios.•A multidimensional assessment approach...

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Published inAdvanced engineering informatics Vol. 62; p. 102656
Main Authors YUAN, Xin, NG, Kam K.H., LI, Qinbiao, YIU, Cho Yin, LAU, Chun Kit, FUNG, Ka Hei, NG, Lok Hei
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 01.10.2024
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Online AccessGet full text
ISSN1474-0346
DOI10.1016/j.aei.2024.102656

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Abstract •An exploratory interaction paradigm, the Augmented Reality assisted Head-up display (AR-HUD), has been developed utilising Microsoft HoloLens 2, introducing collaborative human–machine interaction (CHMI) in cockpit design tailored to diverse flight scenarios.•A multidimensional assessment approach was proposed to examine the effect of the AR-HUD for pilots’ Situational awareness (SA), workload level and attention allocation.•The AR-HUD helps maintain better SA and workload levels while reducing the number of gaze points for looking down at individual instruments.•Implementing AR in the CHMI of cockpit design introduces a human-centric pilot-support system that will contribute to aviation safety and allows the implementation of SPO to provide a feasible solution. Human-cybernetic interfaces (HCI) focuses on the integration and synergy of human-centric design, human factors (HFs) and economics, and human–machine interaction (HMI). The scrutiny of single pilot operations (SPO) approval from civil aviation authorities (CAAs) is subject to the aviation safety and pilot capability during exceptional handling and flight emergency. Airliners advocate the possibility from dual pilot operations (DPO) to SPO because of the financial considerations and captain shortage in the post-pandemic era. One could expect that SPO can only realise when reduced crew operations initiative is proven to be safe and airworthy. Public concerns pilot mental workload and potentially low situational awareness (SA) when handling overwhelmed multi-source information from the HMI in a cockpit, leading to degraded skills and flying performance. Advanced head up display (HUD) design, an integrated transparent display, can assist pilots in maintaining their optimal performance when SPO exercised. In this study, we are interested to design a SPO-favoured cockpit design with HUD and investigate the potential of integrating augmented reality (AR) and HUD in SPO in flight operations. An experiment involving 21 pilots was conducted to assess the effectiveness of AR-HUD on SA and workload in DPO, SPO, and SPO with AR-HUD scenarios. The Situation Awareness Present Assessment Method (SPAM) and a self-rated workload scale were used to evaluate SA and workload levels. Eye-tracking data was also collected to analyse behavioural performance. Results indicated that the AR-HUD scenario achieved optimal workload and SA levels and demonstrated superior performance in handling emergencies. Eye-tracking data revealed that AR-HUD facilitated a more equitable distribution of gaze between instruments and external view. In conclusion, the integration of AR in cockpit design introduces a human-centric interaction paradigm, contributing to aviation safety, SPO implementation and adaptive HMI design.
AbstractList •An exploratory interaction paradigm, the Augmented Reality assisted Head-up display (AR-HUD), has been developed utilising Microsoft HoloLens 2, introducing collaborative human–machine interaction (CHMI) in cockpit design tailored to diverse flight scenarios.•A multidimensional assessment approach was proposed to examine the effect of the AR-HUD for pilots’ Situational awareness (SA), workload level and attention allocation.•The AR-HUD helps maintain better SA and workload levels while reducing the number of gaze points for looking down at individual instruments.•Implementing AR in the CHMI of cockpit design introduces a human-centric pilot-support system that will contribute to aviation safety and allows the implementation of SPO to provide a feasible solution. Human-cybernetic interfaces (HCI) focuses on the integration and synergy of human-centric design, human factors (HFs) and economics, and human–machine interaction (HMI). The scrutiny of single pilot operations (SPO) approval from civil aviation authorities (CAAs) is subject to the aviation safety and pilot capability during exceptional handling and flight emergency. Airliners advocate the possibility from dual pilot operations (DPO) to SPO because of the financial considerations and captain shortage in the post-pandemic era. One could expect that SPO can only realise when reduced crew operations initiative is proven to be safe and airworthy. Public concerns pilot mental workload and potentially low situational awareness (SA) when handling overwhelmed multi-source information from the HMI in a cockpit, leading to degraded skills and flying performance. Advanced head up display (HUD) design, an integrated transparent display, can assist pilots in maintaining their optimal performance when SPO exercised. In this study, we are interested to design a SPO-favoured cockpit design with HUD and investigate the potential of integrating augmented reality (AR) and HUD in SPO in flight operations. An experiment involving 21 pilots was conducted to assess the effectiveness of AR-HUD on SA and workload in DPO, SPO, and SPO with AR-HUD scenarios. The Situation Awareness Present Assessment Method (SPAM) and a self-rated workload scale were used to evaluate SA and workload levels. Eye-tracking data was also collected to analyse behavioural performance. Results indicated that the AR-HUD scenario achieved optimal workload and SA levels and demonstrated superior performance in handling emergencies. Eye-tracking data revealed that AR-HUD facilitated a more equitable distribution of gaze between instruments and external view. In conclusion, the integration of AR in cockpit design introduces a human-centric interaction paradigm, contributing to aviation safety, SPO implementation and adaptive HMI design.
ArticleNumber 102656
Author LAU, Chun Kit
FUNG, Ka Hei
YIU, Cho Yin
YUAN, Xin
NG, Kam K.H.
LI, Qinbiao
NG, Lok Hei
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Cites_doi 10.1016/j.ssci.2023.106295
10.1016/j.trf.2020.05.013
10.1016/j.aei.2023.102113
10.1016/S0950-7051(99)00035-0
10.3390/s21062234
10.1518/001872095779049516
10.1080/00140139.2018.1427803
10.1016/j.asoc.2021.107752
10.1016/j.aei.2023.101888
10.1007/s10111-019-00591-2
10.1207/s15327108ijap1401_4
10.1207/S15327108IJAP1303_01
10.1016/j.aap.2021.106143
10.1016/j.aei.2023.102121
10.1016/j.aei.2022.101698
10.1016/j.ergon.2022.103382
10.1016/j.ress.2016.01.024
10.1145/355017.355028
10.1016/j.jsr.2019.12.015
10.1518/001872001775900841
10.1080/07370024.2018.1531001
10.1207/s15327108ijap0804_4
10.1016/j.aei.2021.101325
10.1007/978-3-030-18557-2_6
10.1016/j.ijhcs.2019.102377
10.1016/j.apergo.2021.103578
10.1016/j.ress.2023.109449
10.1109/JSYST.2019.2918283
10.1002/advs.201700931
10.1109/MAES.2021.3052304
10.3182/20130811-5-US-2037.00061
10.1016/j.knosys.2016.08.031
10.1002/hfm.20903
10.1016/j.eng.2020.05.026
10.1002/hfm.20501
10.3390/s20174956
10.1080/10508414.2017.1313096
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References Liu, Gardi, Ramasamy, Lim, Sabatini (b0040) 2016; 112
Zhang, Wang, Zhou, Chang, Ma, Jing, Cheng, Ding, Zhao (b0005) 2023; 57
Aricò, Borghini, Graziani, Imbert, Granger, Benhacene, Pozzi, Napoletano, Di Flumeri, Colosimo (b0220) 2015; 12
Kim, Kaber (b0230) 2014; 24
Stanton, Plant, Roberts, Allison, Howell (b0195) 2020; 22
Kapp, Barz, Mukhametov, Sonntag, Kuhn (b0150) 2021; 21
Gregoriades, Sutcliffe (b0140) 2018; 61
Yiu, Ng, Li, Zhang, Li, Lam, Chong (b0050) 2022; 53
M. Kevin Semple, Annebelle Olminkhof, Mohit Patel, Vinnie Tieto, Christopher McClister, Qian Wen. (2022). What is Mixed Reality Toolkit 2? Retrieved from
Li, Ng, Fan, Yuan, Liu, Bu (b0020) 2021; 49
Liang, Yang, Yu, Prakah-Asante, Curry, Blommer, Swaminathan, Pitts (b0075) 2021; 157
Tran, Behrend, Funning, Arango (b0025) 2018
Weiland, Roberts, Fine, Caywood (b0065) 2013; 57
.
Cummings, Stimpson, Clamann (b0035) 2016
Wu, Dey, Shi, Crespo, Sherratt (b0090) 2021; 110
D.D. Salvucci, J.H. Goldberg. (2000). Identifying fixations and saccades in eye-tracking protocols. Paper presented at the Proceedings of the 2000 symposium on Eye tracking research & applications, Palm Beach Gardens, Florida, USA.
M. Endsley, R. Sollenberger, A. Nakata, E.S. Stein, Situation awareness in air traffic control: Enhanced displays for advanced operations, FEDERAL AVIATION ADMINISTRATION TECHNICAL CENTER ATLANTIC CITY NJ, 2000.
White, O'Hare (b0080) 2022; 98
Li, Zhang, Court, Kearney, Braithwaite (b0110) 2022; 92
Feng, Wanyan, Liu, Chen, Zhuang (b0135) 2021; 31
C. Kosel, A. Mooseder, T. Seidl, J. Pfeffer, Measuring Teachers' Visual Expertise Using the Gaze Relational Index Based on Real-world Eye-tracking Data and Varying Velocity Thresholds, arXiv preprint arXiv:2304.05143, (2023).
Li, Horn, Sun, Zhang, Braithwaite (b0265) 2020; 135
Gardony, Martis, Taylor, Brunyé (b0105) 2021; 36
Miller, Hannen (b0185) 1999; 12
Nguyen, Lim, Nguyen, Gordon-Brown, Nahavandi (b0060) 2019; 13
Millot, Pacaux-Lemoine (b0100) 2013; 46
Richards, Lamb (b0205) 2016
Colvin, Dodhia, Dismukes (b0240) 2005
M. Games. (2021). Advanced Aircraft HUD - GUI Pack & Code. Retrieved from
Helleberg, Wickens (b0245) 2003; 13
Krippendorff (b0015) 2019
Llanes-Jurado, Marín-Morales, Guixeres, Alcañiz (b0170) 2020; 20
Ernst, Ebrecht, Korn (b0215) 2021; 36
Pang, Hu, Lieber, Cooke, Liu (b0225) 2023; 57
Ziv (b0070) 2017; 26
Pilla, Moreira (b0010) 2022
Fadden, Ververs, Wickens (b0260) 2001; 43
T. AB, Tobii Pro Lab User Manual, Tobii Connect, Tobii Connect, 2024.
Liang, Zheng, Xia (b0190) 2023; 55
Mehrali, Bagherifard, Akbari, Thakur, Mirani, Mehrali, Hasany, Orive, Das, Emneus (b0180) 2018; 5
Prinzel Iii, Comstock, Glaab, Kramer, Arthur, Barry (b0200) 2004; 14
Stanton, Plant, Roberts, Allison, Howell (b0115) 2019; 22
Maurino, Reason, Johnston, Lee (b0030) 2017
Li, Ng, Yiu, Yuan, So, Ho (b0045) 2023; 238
Mengtao, Fan, Gangyan, Su (b0085) 2023; 168
Naderpour, Lu, Zhang (b0145) 2016; 150
Sarter, Woods (b0235) 1995; 37
P. Studio. (2016). HUD Aircraft GUI. Retrieved from
Wickens, Goh, Helleberg, Horrey, Talleur (b0250) 2017
Lu, Happee, de Winter (b0095) 2020; 72
Ververs, Wickens (b0210) 1998; 8
Post (b0175) 2021; 7
Hu, Lodewijks (b0255) 2020; 72
Mengtao (10.1016/j.aei.2024.102656_b0085) 2023; 168
Kapp (10.1016/j.aei.2024.102656_b0150) 2021; 21
Feng (10.1016/j.aei.2024.102656_b0135) 2021; 31
Stanton (10.1016/j.aei.2024.102656_b0115) 2019; 22
Kim (10.1016/j.aei.2024.102656_b0230) 2014; 24
Ernst (10.1016/j.aei.2024.102656_b0215) 2021; 36
Prinzel Iii (10.1016/j.aei.2024.102656_b0200) 2004; 14
Liang (10.1016/j.aei.2024.102656_b0075) 2021; 157
Hu (10.1016/j.aei.2024.102656_b0255) 2020; 72
Liang (10.1016/j.aei.2024.102656_b0190) 2023; 55
10.1016/j.aei.2024.102656_b0155
Nguyen (10.1016/j.aei.2024.102656_b0060) 2019; 13
Llanes-Jurado (10.1016/j.aei.2024.102656_b0170) 2020; 20
Naderpour (10.1016/j.aei.2024.102656_b0145) 2016; 150
Millot (10.1016/j.aei.2024.102656_b0100) 2013; 46
Zhang (10.1016/j.aei.2024.102656_b0005) 2023; 57
Pang (10.1016/j.aei.2024.102656_b0225) 2023; 57
Cummings (10.1016/j.aei.2024.102656_b0035) 2016
Richards (10.1016/j.aei.2024.102656_b0205) 2016
Maurino (10.1016/j.aei.2024.102656_b0030) 2017
Post (10.1016/j.aei.2024.102656_b0175) 2021; 7
Pilla (10.1016/j.aei.2024.102656_b0010) 2022
Wickens (10.1016/j.aei.2024.102656_b0250) 2017
Weiland (10.1016/j.aei.2024.102656_b0065) 2013; 57
Ververs (10.1016/j.aei.2024.102656_b0210) 1998; 8
Helleberg (10.1016/j.aei.2024.102656_b0245) 2003; 13
Miller (10.1016/j.aei.2024.102656_b0185) 1999; 12
Wu (10.1016/j.aei.2024.102656_b0090) 2021; 110
Tran (10.1016/j.aei.2024.102656_b0025) 2018
Gardony (10.1016/j.aei.2024.102656_b0105) 2021; 36
Li (10.1016/j.aei.2024.102656_b0265) 2020; 135
Lu (10.1016/j.aei.2024.102656_b0095) 2020; 72
Li (10.1016/j.aei.2024.102656_b0045) 2023; 238
10.1016/j.aei.2024.102656_b0055
Stanton (10.1016/j.aei.2024.102656_b0195) 2020; 22
Krippendorff (10.1016/j.aei.2024.102656_b0015) 2019
10.1016/j.aei.2024.102656_b0130
Fadden (10.1016/j.aei.2024.102656_b0260) 2001; 43
Ziv (10.1016/j.aei.2024.102656_b0070) 2017; 26
Li (10.1016/j.aei.2024.102656_b0020) 2021; 49
White (10.1016/j.aei.2024.102656_b0080) 2022; 98
10.1016/j.aei.2024.102656_b0125
Sarter (10.1016/j.aei.2024.102656_b0235) 1995; 37
Colvin (10.1016/j.aei.2024.102656_b0240) 2005
Liu (10.1016/j.aei.2024.102656_b0040) 2016; 112
Yiu (10.1016/j.aei.2024.102656_b0050) 2022; 53
10.1016/j.aei.2024.102656_b0160
Gregoriades (10.1016/j.aei.2024.102656_b0140) 2018; 61
Li (10.1016/j.aei.2024.102656_b0110) 2022; 92
10.1016/j.aei.2024.102656_b0165
Mehrali (10.1016/j.aei.2024.102656_b0180) 2018; 5
10.1016/j.aei.2024.102656_b0120
Aricò (10.1016/j.aei.2024.102656_b0220) 2015; 12
References_xml – volume: 238
  year: 2023
  ident: b0045
  article-title: Securing air transportation safety through identifying pilot's risky VFR flying behaviours: An EEG-based neurophysiological modelling using machine learning algorithms
  publication-title: Reliability Engineering & System Safety
– volume: 157
  year: 2021
  ident: b0075
  article-title: Using eye-tracking to investigate the effects of pre-takeover visual engagement on situation awareness during automated driving
  publication-title: Accid Anal Prev
– volume: 46
  start-page: 387
  year: 2013
  end-page: 394
  ident: b0100
  article-title: A common work space for a mutual enrichment of human-machine cooperation and team-situation awareness
  publication-title: IFAC Proceedings Volumes
– volume: 36
  start-page: 18
  year: 2021
  end-page: 34
  ident: b0215
  article-title: Virtual Cockpit Instruments-How Head-Worn Displays Can Enhance the Obstacle Awareness of Helicopter Pilots
  publication-title: Ieee Aerospace and Electronic Systems Magazine
– volume: 12
  start-page: 18
  year: 2015
  end-page: 35
  ident: b0220
  article-title: Air-Traffic-Controllers (ATCO)-Neurophysiological analysis of training and workload ATCO
  publication-title: Ital. J. Aerosp. Med
– start-page: 141
  year: 2005
  ident: b0240
  article-title: Is pilots’ visual scanning adequate to avoid mid-air collisions?
  publication-title: 2005 International Symposium on Aviation Psychology
– start-page: 155
  year: 2017
  end-page: 175
  ident: b0250
  article-title: Attentional models of multitask pilot performance using advanced display technology
  publication-title: Human Error in Aviation
– reference: M. Games. (2021). Advanced Aircraft HUD - GUI Pack & Code. Retrieved from
– volume: 110
  year: 2021
  ident: b0090
  article-title: Emotion classification on eye-tracking and electroencephalograph fused signals employing deep gradient neural networks
  publication-title: Applied Soft Computing
– volume: 37
  start-page: 5
  year: 1995
  end-page: 19
  ident: b0235
  article-title: How in the world did we ever get into that mode? Mode error and awareness in supervisory control
  publication-title: Human Factors
– volume: 43
  start-page: 173
  year: 2001
  end-page: 193
  ident: b0260
  article-title: Pathway HUDs: are they viable?
  publication-title: Human Factors
– year: 2017
  ident: b0030
  article-title: Beyond aviation human factors: Safety in high technology systems
– volume: 8
  start-page: 377
  year: 1998
  end-page: 403
  ident: b0210
  article-title: Head-up displays: Effects of clutter, display intensity, and display location on pilot performance
  publication-title: International Journal of Aviation Psychology
– volume: 14
  start-page: 53
  year: 2004
  end-page: 77
  ident: b0200
  article-title: The Efficacy of Head-Down and Head-Up Synthetic Vision Display Concepts for Retro- and Forward-Fit of Commercial Aircraft
  publication-title: The International Journal of Aviation Psychology
– volume: 57
  start-page: 1615
  year: 2013
  end-page: 1619
  ident: b0065
  article-title: Real Time Research Methods
  publication-title: Proceedings of the Human Factors and Ergonomics Society Annual Meeting
– volume: 72
  start-page: 211
  year: 2020
  end-page: 225
  ident: b0095
  article-title: Take over! A video-clip study measuring attention, situation awareness, and decision-making in the face of an impending hazard
  publication-title: Transportation Research Part F: Traffic Psychology and Behaviour
– volume: 98
  year: 2022
  ident: b0080
  article-title: In plane sight: Inattentional blindness affects visual detection of external targets in simulated flight
  publication-title: Appl Ergon
– volume: 92
  year: 2022
  ident: b0110
  article-title: The influence of augmented reality interaction design on Pilot's perceived workload and situation awareness
  publication-title: International Journal of Industrial Ergonomics
– volume: 13
  start-page: 189
  year: 2003
  end-page: 210
  ident: b0245
  article-title: Effects of data-link modality and display redundancy on pilot performance: An attentional perspective
  publication-title: The International Journal of Aviation Psychology
– start-page: 407
  year: 2018
  end-page: 413
  ident: b0025
  article-title: Single Pilot Operations with AR-Glasses using Microsoft HoloLens
  publication-title: Ieeeaaia Digit Avion
– volume: 7
  start-page: 427
  year: 2021
  end-page: 430
  ident: b0175
  article-title: The Next Generation Air Transportation System of the United States: Vision, Accomplishments, and Future Directions
  publication-title: Engineering
– volume: 61
  start-page: 947
  year: 2018
  end-page: 965
  ident: b0140
  article-title: Simulation-based evaluation of an in-vehicle smart situation awareness enhancement system
  publication-title: Ergonomics
– volume: 22
  start-page: 549
  year: 2020
  end-page: 563
  ident: b0195
  article-title: Seeing through the mist: an evaluation of an iteratively designed head-up display, using a simulated degraded visual environment, to facilitate rotary-wing pilot situation awareness and workload
  publication-title: Cognition, Technology & Work
– start-page: 171
  year: 2022
  end-page: 183
  ident: b0010
  article-title: Cybernetic Systems: Technology Embedded into the Human Experience
  publication-title: Bridging Human Intelligence and Artificial Intelligence
– start-page: 119
  year: 2019
  end-page: 136
  ident: b0015
  article-title: The cybernetics of design and the design of cybernetics
  publication-title: Design Cybernetics: Navigating the New
– reference: C. Kosel, A. Mooseder, T. Seidl, J. Pfeffer, Measuring Teachers' Visual Expertise Using the Gaze Relational Index Based on Real-world Eye-tracking Data and Varying Velocity Thresholds, arXiv preprint arXiv:2304.05143, (2023).
– volume: 24
  start-page: 386
  year: 2014
  end-page: 402
  ident: b0230
  article-title: Examining the Effects of Conformal Terrain Features in Advanced Head-Up Displays on Flight Performance and Pilot Situation Awareness
  publication-title: Human Factors and Ergonomics in Manufacturing & Service Industries
– volume: 135
  year: 2020
  ident: b0265
  article-title: Augmented visualization cues on primary flight display facilitating pilot's monitoring performance
  publication-title: International Journal of Human-Computer Studies
– volume: 31
  start-page: 559
  year: 2021
  end-page: 569
  ident: b0135
  article-title: An approach to situation awareness (SA) assessment in flight simulation: SA dynamic circulation (SADC) model
  publication-title: Human Factors and Ergonomics in Manufacturing & Service Industries
– volume: 112
  start-page: 37
  year: 2016
  end-page: 53
  ident: b0040
  article-title: Cognitive pilot-aircraft interface for single-pilot operations
  publication-title: Knowledge-Based Systems
– volume: 13
  start-page: 3590
  year: 2019
  end-page: 3603
  ident: b0060
  article-title: A review of situation awareness assessment approaches in aviation environments
  publication-title: IEEE Systems Journal
– volume: 168
  year: 2023
  ident: b0085
  article-title: Leveraging eye-tracking technologies to promote aviation safety- A review of key aspects, challenges, and future perspectives
  publication-title: Safety Science
– volume: 57
  year: 2023
  ident: b0225
  article-title: Air traffic controller workload level prediction using conformalized dynamical graph learning
  publication-title: Advanced Engineering Informatics
– volume: 57
  year: 2023
  ident: b0005
  article-title: Towards new-generation human-centric smart manufacturing in Industry 5.0: A systematic review
  publication-title: Advanced Engineering Informatics
– reference: M. Kevin Semple, Annebelle Olminkhof, Mohit Patel, Vinnie Tieto, Christopher McClister, Qian Wen. (2022). What is Mixed Reality Toolkit 2? Retrieved from
– start-page: 1652
  year: 2016
  ident: b0035
  article-title: Functional requirements for onboard intelligent automation in single pilot operations
  publication-title: AIAA Infotech@ Aerospace
– volume: 49
  year: 2021
  ident: b0020
  article-title: A human-centred approach based on functional near-infrared spectroscopy for adaptive decision-making in the air traffic control environment: A case study
  publication-title: Advanced Engineering Informatics
– volume: 5
  start-page: 1700931
  year: 2018
  ident: b0180
  article-title: Blending electronics with the human body: A pathway toward a cybernetic future
  publication-title: Advanced Science
– volume: 55
  year: 2023
  ident: b0190
  article-title: A visual reasoning-based approach for driving experience improvement in the AR-assisted head-up displays
  publication-title: Advanced Engineering Informatics
– reference: M. Endsley, R. Sollenberger, A. Nakata, E.S. Stein, Situation awareness in air traffic control: Enhanced displays for advanced operations, FEDERAL AVIATION ADMINISTRATION TECHNICAL CENTER ATLANTIC CITY NJ, 2000.
– volume: 26
  start-page: 75
  year: 2017
  end-page: 104
  ident: b0070
  article-title: Gaze Behavior and Visual Attention: A Review of Eye Tracking Studies in Aviation
  publication-title: The International Journal of Aviation Psychology
– volume: 22
  start-page: 549
  year: 2019
  end-page: 563
  ident: b0115
  article-title: Seeing through the mist: an evaluation of an iteratively designed head-up display, using a simulated degraded visual environment, to facilitate rotary-wing pilot situation awareness and workload
  publication-title: Cognition, Technology & Work
– reference: D.D. Salvucci, J.H. Goldberg. (2000). Identifying fixations and saccades in eye-tracking protocols. Paper presented at the Proceedings of the 2000 symposium on Eye tracking research & applications, Palm Beach Gardens, Florida, USA.
– reference: T. AB, Tobii Pro Lab User Manual, Tobii Connect, Tobii Connect, 2024.
– volume: 72
  start-page: 173
  year: 2020
  end-page: 187
  ident: b0255
  article-title: Detecting fatigue in car drivers and aircraft pilots by using non-invasive measures: The value of differentiation of sleepiness and mental fatigue
  publication-title: J Safety Res
– volume: 53
  year: 2022
  ident: b0050
  article-title: Towards safe and collaborative aerodrome operations: Assessing shared situational awareness for adverse weather detection with EEG-enabled Bayesian neural networks
  publication-title: Advanced Engineering Informatics
– volume: 36
  start-page: 107
  year: 2021
  end-page: 149
  ident: b0105
  article-title: Interaction strategies for effective augmented reality geo-visualization: Insights from spatial cognition
  publication-title: Human-Computer Interaction
– reference: .
– volume: 150
  start-page: 147
  year: 2016
  end-page: 159
  ident: b0145
  article-title: A safety-critical decision support system evaluation using situation awareness and workload measures
  publication-title: Reliability Engineering & System Safety
– volume: 20
  start-page: 4956
  year: 2020
  ident: b0170
  article-title: Development and Calibration of an Eye-Tracking Fixation Identification Algorithm for Immersive Virtual Reality
  publication-title: Sensors-Basel
– start-page: 3374
  year: 2016
  ident: b0205
  article-title: Functional Symbology-Evaluation of task-specific Head-Up Display information for use on a commercial flight deck
  publication-title: AIAA modeling and simulation technologies conference
– volume: 12
  start-page: 443
  year: 1999
  end-page: 456
  ident: b0185
  article-title: The Rotorcraft Pilot's Associate: design and evaluation of an intelligent user interface for cockpit information management
  publication-title: Knowledge-Based Systems
– volume: 21
  start-page: 2234
  year: 2021
  ident: b0150
  article-title: ARETT: Augmented Reality Eye Tracking Toolkit for Head Mounted Displays
  publication-title: Sensors-Basel
– reference: P. Studio. (2016). HUD Aircraft GUI. Retrieved from
– volume: 168
  year: 2023
  ident: 10.1016/j.aei.2024.102656_b0085
  article-title: Leveraging eye-tracking technologies to promote aviation safety- A review of key aspects, challenges, and future perspectives
  publication-title: Safety Science
  doi: 10.1016/j.ssci.2023.106295
– volume: 72
  start-page: 211
  year: 2020
  ident: 10.1016/j.aei.2024.102656_b0095
  article-title: Take over! A video-clip study measuring attention, situation awareness, and decision-making in the face of an impending hazard
  publication-title: Transportation Research Part F: Traffic Psychology and Behaviour
  doi: 10.1016/j.trf.2020.05.013
– start-page: 171
  year: 2022
  ident: 10.1016/j.aei.2024.102656_b0010
  article-title: Cybernetic Systems: Technology Embedded into the Human Experience
– volume: 57
  year: 2023
  ident: 10.1016/j.aei.2024.102656_b0225
  article-title: Air traffic controller workload level prediction using conformalized dynamical graph learning
  publication-title: Advanced Engineering Informatics
  doi: 10.1016/j.aei.2023.102113
– volume: 12
  start-page: 443
  year: 1999
  ident: 10.1016/j.aei.2024.102656_b0185
  article-title: The Rotorcraft Pilot's Associate: design and evaluation of an intelligent user interface for cockpit information management
  publication-title: Knowledge-Based Systems
  doi: 10.1016/S0950-7051(99)00035-0
– start-page: 141
  year: 2005
  ident: 10.1016/j.aei.2024.102656_b0240
  article-title: Is pilots’ visual scanning adequate to avoid mid-air collisions?
– volume: 21
  start-page: 2234
  year: 2021
  ident: 10.1016/j.aei.2024.102656_b0150
  article-title: ARETT: Augmented Reality Eye Tracking Toolkit for Head Mounted Displays
  publication-title: Sensors-Basel
  doi: 10.3390/s21062234
– volume: 37
  start-page: 5
  year: 1995
  ident: 10.1016/j.aei.2024.102656_b0235
  article-title: How in the world did we ever get into that mode? Mode error and awareness in supervisory control
  publication-title: Human Factors
  doi: 10.1518/001872095779049516
– volume: 61
  start-page: 947
  year: 2018
  ident: 10.1016/j.aei.2024.102656_b0140
  article-title: Simulation-based evaluation of an in-vehicle smart situation awareness enhancement system
  publication-title: Ergonomics
  doi: 10.1080/00140139.2018.1427803
– start-page: 3374
  year: 2016
  ident: 10.1016/j.aei.2024.102656_b0205
  article-title: Functional Symbology-Evaluation of task-specific Head-Up Display information for use on a commercial flight deck
– volume: 110
  year: 2021
  ident: 10.1016/j.aei.2024.102656_b0090
  article-title: Emotion classification on eye-tracking and electroencephalograph fused signals employing deep gradient neural networks
  publication-title: Applied Soft Computing
  doi: 10.1016/j.asoc.2021.107752
– volume: 55
  year: 2023
  ident: 10.1016/j.aei.2024.102656_b0190
  article-title: A visual reasoning-based approach for driving experience improvement in the AR-assisted head-up displays
  publication-title: Advanced Engineering Informatics
  doi: 10.1016/j.aei.2023.101888
– ident: 10.1016/j.aei.2024.102656_b0120
– volume: 22
  start-page: 549
  year: 2020
  ident: 10.1016/j.aei.2024.102656_b0195
  article-title: Seeing through the mist: an evaluation of an iteratively designed head-up display, using a simulated degraded visual environment, to facilitate rotary-wing pilot situation awareness and workload
  publication-title: Cognition, Technology & Work
  doi: 10.1007/s10111-019-00591-2
– volume: 14
  start-page: 53
  year: 2004
  ident: 10.1016/j.aei.2024.102656_b0200
  article-title: The Efficacy of Head-Down and Head-Up Synthetic Vision Display Concepts for Retro- and Forward-Fit of Commercial Aircraft
  publication-title: The International Journal of Aviation Psychology
  doi: 10.1207/s15327108ijap1401_4
– volume: 13
  start-page: 189
  year: 2003
  ident: 10.1016/j.aei.2024.102656_b0245
  article-title: Effects of data-link modality and display redundancy on pilot performance: An attentional perspective
  publication-title: The International Journal of Aviation Psychology
  doi: 10.1207/S15327108IJAP1303_01
– ident: 10.1016/j.aei.2024.102656_b0165
– ident: 10.1016/j.aei.2024.102656_b0130
– volume: 157
  year: 2021
  ident: 10.1016/j.aei.2024.102656_b0075
  article-title: Using eye-tracking to investigate the effects of pre-takeover visual engagement on situation awareness during automated driving
  publication-title: Accid Anal Prev
  doi: 10.1016/j.aap.2021.106143
– volume: 57
  start-page: 1615
  year: 2013
  ident: 10.1016/j.aei.2024.102656_b0065
  article-title: Real Time Research Methods
– year: 2017
  ident: 10.1016/j.aei.2024.102656_b0030
– ident: 10.1016/j.aei.2024.102656_b0125
– volume: 22
  start-page: 549
  year: 2019
  ident: 10.1016/j.aei.2024.102656_b0115
  article-title: Seeing through the mist: an evaluation of an iteratively designed head-up display, using a simulated degraded visual environment, to facilitate rotary-wing pilot situation awareness and workload
  publication-title: Cognition, Technology & Work
  doi: 10.1007/s10111-019-00591-2
– volume: 57
  year: 2023
  ident: 10.1016/j.aei.2024.102656_b0005
  article-title: Towards new-generation human-centric smart manufacturing in Industry 5.0: A systematic review
  publication-title: Advanced Engineering Informatics
  doi: 10.1016/j.aei.2023.102121
– start-page: 155
  year: 2017
  ident: 10.1016/j.aei.2024.102656_b0250
  article-title: Attentional models of multitask pilot performance using advanced display technology
– volume: 53
  year: 2022
  ident: 10.1016/j.aei.2024.102656_b0050
  article-title: Towards safe and collaborative aerodrome operations: Assessing shared situational awareness for adverse weather detection with EEG-enabled Bayesian neural networks
  publication-title: Advanced Engineering Informatics
  doi: 10.1016/j.aei.2022.101698
– volume: 92
  year: 2022
  ident: 10.1016/j.aei.2024.102656_b0110
  article-title: The influence of augmented reality interaction design on Pilot's perceived workload and situation awareness
  publication-title: International Journal of Industrial Ergonomics
  doi: 10.1016/j.ergon.2022.103382
– start-page: 407
  year: 2018
  ident: 10.1016/j.aei.2024.102656_b0025
  article-title: Single Pilot Operations with AR-Glasses using Microsoft HoloLens
  publication-title: Ieeeaaia Digit Avion
– volume: 150
  start-page: 147
  year: 2016
  ident: 10.1016/j.aei.2024.102656_b0145
  article-title: A safety-critical decision support system evaluation using situation awareness and workload measures
  publication-title: Reliability Engineering & System Safety
  doi: 10.1016/j.ress.2016.01.024
– ident: 10.1016/j.aei.2024.102656_b0155
  doi: 10.1145/355017.355028
– volume: 72
  start-page: 173
  year: 2020
  ident: 10.1016/j.aei.2024.102656_b0255
  article-title: Detecting fatigue in car drivers and aircraft pilots by using non-invasive measures: The value of differentiation of sleepiness and mental fatigue
  publication-title: J Safety Res
  doi: 10.1016/j.jsr.2019.12.015
– volume: 43
  start-page: 173
  year: 2001
  ident: 10.1016/j.aei.2024.102656_b0260
  article-title: Pathway HUDs: are they viable?
  publication-title: Human Factors
  doi: 10.1518/001872001775900841
– ident: 10.1016/j.aei.2024.102656_b0055
– volume: 36
  start-page: 107
  year: 2021
  ident: 10.1016/j.aei.2024.102656_b0105
  article-title: Interaction strategies for effective augmented reality geo-visualization: Insights from spatial cognition
  publication-title: Human-Computer Interaction
  doi: 10.1080/07370024.2018.1531001
– ident: 10.1016/j.aei.2024.102656_b0160
– volume: 8
  start-page: 377
  year: 1998
  ident: 10.1016/j.aei.2024.102656_b0210
  article-title: Head-up displays: Effects of clutter, display intensity, and display location on pilot performance
  publication-title: International Journal of Aviation Psychology
  doi: 10.1207/s15327108ijap0804_4
– start-page: 1652
  year: 2016
  ident: 10.1016/j.aei.2024.102656_b0035
  article-title: Functional requirements for onboard intelligent automation in single pilot operations
– volume: 49
  year: 2021
  ident: 10.1016/j.aei.2024.102656_b0020
  article-title: A human-centred approach based on functional near-infrared spectroscopy for adaptive decision-making in the air traffic control environment: A case study
  publication-title: Advanced Engineering Informatics
  doi: 10.1016/j.aei.2021.101325
– start-page: 119
  year: 2019
  ident: 10.1016/j.aei.2024.102656_b0015
  article-title: The cybernetics of design and the design of cybernetics
  publication-title: Design Cybernetics: Navigating the New
  doi: 10.1007/978-3-030-18557-2_6
– volume: 135
  year: 2020
  ident: 10.1016/j.aei.2024.102656_b0265
  article-title: Augmented visualization cues on primary flight display facilitating pilot's monitoring performance
  publication-title: International Journal of Human-Computer Studies
  doi: 10.1016/j.ijhcs.2019.102377
– volume: 98
  year: 2022
  ident: 10.1016/j.aei.2024.102656_b0080
  article-title: In plane sight: Inattentional blindness affects visual detection of external targets in simulated flight
  publication-title: Appl Ergon
  doi: 10.1016/j.apergo.2021.103578
– volume: 238
  year: 2023
  ident: 10.1016/j.aei.2024.102656_b0045
  article-title: Securing air transportation safety through identifying pilot's risky VFR flying behaviours: An EEG-based neurophysiological modelling using machine learning algorithms
  publication-title: Reliability Engineering & System Safety
  doi: 10.1016/j.ress.2023.109449
– volume: 13
  start-page: 3590
  year: 2019
  ident: 10.1016/j.aei.2024.102656_b0060
  article-title: A review of situation awareness assessment approaches in aviation environments
  publication-title: IEEE Systems Journal
  doi: 10.1109/JSYST.2019.2918283
– volume: 5
  start-page: 1700931
  year: 2018
  ident: 10.1016/j.aei.2024.102656_b0180
  article-title: Blending electronics with the human body: A pathway toward a cybernetic future
  publication-title: Advanced Science
  doi: 10.1002/advs.201700931
– volume: 36
  start-page: 18
  year: 2021
  ident: 10.1016/j.aei.2024.102656_b0215
  article-title: Virtual Cockpit Instruments-How Head-Worn Displays Can Enhance the Obstacle Awareness of Helicopter Pilots
  publication-title: Ieee Aerospace and Electronic Systems Magazine
  doi: 10.1109/MAES.2021.3052304
– volume: 46
  start-page: 387
  year: 2013
  ident: 10.1016/j.aei.2024.102656_b0100
  article-title: A common work space for a mutual enrichment of human-machine cooperation and team-situation awareness
  publication-title: IFAC Proceedings Volumes
  doi: 10.3182/20130811-5-US-2037.00061
– volume: 12
  start-page: 18
  year: 2015
  ident: 10.1016/j.aei.2024.102656_b0220
  article-title: Air-Traffic-Controllers (ATCO)-Neurophysiological analysis of training and workload ATCO
  publication-title: Ital. J. Aerosp. Med
– volume: 112
  start-page: 37
  year: 2016
  ident: 10.1016/j.aei.2024.102656_b0040
  article-title: Cognitive pilot-aircraft interface for single-pilot operations
  publication-title: Knowledge-Based Systems
  doi: 10.1016/j.knosys.2016.08.031
– volume: 31
  start-page: 559
  year: 2021
  ident: 10.1016/j.aei.2024.102656_b0135
  article-title: An approach to situation awareness (SA) assessment in flight simulation: SA dynamic circulation (SADC) model
  publication-title: Human Factors and Ergonomics in Manufacturing & Service Industries
  doi: 10.1002/hfm.20903
– volume: 7
  start-page: 427
  year: 2021
  ident: 10.1016/j.aei.2024.102656_b0175
  article-title: The Next Generation Air Transportation System of the United States: Vision, Accomplishments, and Future Directions
  publication-title: Engineering
  doi: 10.1016/j.eng.2020.05.026
– volume: 24
  start-page: 386
  year: 2014
  ident: 10.1016/j.aei.2024.102656_b0230
  article-title: Examining the Effects of Conformal Terrain Features in Advanced Head-Up Displays on Flight Performance and Pilot Situation Awareness
  publication-title: Human Factors and Ergonomics in Manufacturing & Service Industries
  doi: 10.1002/hfm.20501
– volume: 20
  start-page: 4956
  year: 2020
  ident: 10.1016/j.aei.2024.102656_b0170
  article-title: Development and Calibration of an Eye-Tracking Fixation Identification Algorithm for Immersive Virtual Reality
  publication-title: Sensors-Basel
  doi: 10.3390/s20174956
– volume: 26
  start-page: 75
  year: 2017
  ident: 10.1016/j.aei.2024.102656_b0070
  article-title: Gaze Behavior and Visual Attention: A Review of Eye Tracking Studies in Aviation
  publication-title: The International Journal of Aviation Psychology
  doi: 10.1080/10508414.2017.1313096
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Snippet •An exploratory interaction paradigm, the Augmented Reality assisted Head-up display (AR-HUD), has been developed utilising Microsoft HoloLens 2, introducing...
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SubjectTerms Collaborative human–machine interface
Human factors and ergonomics
Human-centric design
Human-cybernetic interface
Single pilot operations
Title Exploring the Human-Centric Interaction Paradigm: Augmented Reality-Assisted Head-Up Display Design for Collaborative Human-Machine Interface in Cockpit
URI https://dx.doi.org/10.1016/j.aei.2024.102656
Volume 62
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