Air Traffic Control Competencies Measurements based on Functional Near-Infrared Spectroscopy

被引:0
作者
Kesedzic, Ivan [1 ]
Bozek, Jelena [1 ]
Rados, Milan [2 ]
Popovic, Sinisa [1 ]
Cosic, Kresimir [1 ]
机构
[1] Univ Zagreb, Fac Elect Engn & Comp, Zagreb, Croatia
[2] Univ Zagreb, Sch Med, Croatian Inst Brain Res, Zagreb, Croatia
来源
2020 43RD INTERNATIONAL CONVENTION ON INFORMATION, COMMUNICATION AND ELECTRONIC TECHNOLOGY (MIPRO 2020) | 2020年
关键词
air traffic control competencies; performance; fNIRS; signal processing; WORKLOAD; SELECTION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Air traffic control officers (ATCOs) are rigorously selected from the vast number of applicants and extensively trained, in order to have the required psychological and behavioural characteristics for this stressful occupation, as well as specialised performance competencies while controlling air traffic, such as situational awareness, workload management, problem-solving and decision-making. Recent studies have demonstrated the possible improvements of ATCO selection and training processes by using physiological, speech and oculometric features related to stress resilience, cognitive load, visual attention and fatigue. The functional near-infrared spectroscopy (fNIRS) is a brain imaging technique which provides a good insight into brain activation by measuring the haemoglobin concentration in the prefrontal cortex, which is one of the key brain areas responsible for complex cognitive behaviour, decision-making, working memory, and stress regulation. This paper focuses on the ATC performance competencies that could be measured with the fNIRS, demonstrates computational processing of signals obtained with this technique, and discusses the applicability of fNIRS measurements in the current ATC selection and training procedures. The experimental paradigm and the results obtained from the paradigm demonstrate that fNIRS shows differences in brain activation among individuals during cognitive tasks, thus allowing the more objective performance measurement.
引用
收藏
页码:243 / 248
页数:6
相关论文
共 36 条
[1]   Mental stress assessment using simultaneous measurement of EEG and fNIRS [J].
Al-Shargie, Fares ;
Kiguchi, Masashi ;
Badruddin, Nasreen ;
Dass, Sarat C. ;
Hani, Ahmad Fadzil Mohammad ;
Tang, Tong Boon .
BIOMEDICAL OPTICS EXPRESS, 2016, 7 (10) :3882-3898
[2]   How Life Experience Shapes Cognitive Control Strategies: The Case of Air Traffic Control Training [J].
Arbula, Sandra ;
Capizzi, Mariagrazia ;
Lombardo, Nicoletta ;
Vallesi, Antonino .
PLOS ONE, 2016, 11 (06)
[3]   A passive brain-computer interface application for the mental workload assessment on professional air traffic controllers during realistic air traffic control tasks [J].
Arico, P. ;
Borghini, G. ;
Di Flumeri, G. ;
Colosimo, A. ;
Pozzi, S. ;
Babiloni, F. .
BRAIN-COMPUTER INTERFACES: LAB EXPERIMENTS TO REAL-WORLD APPLICATIONS, 2016, 228 :295-328
[4]   Human Factors and Neurophysiological Metrics in Air Traffic Control: A Critical Review [J].
Aricò P. ;
Borghini G. ;
Di Flumeri G. ;
Bonelli S. ;
Golfetti A. ;
Graziani I. ;
Pozzi S. ;
Imbert J.-P. ;
Granger G. ;
Benhacene R. ;
Schaefer D. ;
Babiloni F. .
IEEE Reviews in Biomedical Engineering, 2017, 10 :250-263
[5]   Adaptive Automation Triggered by EEG-Based Mental Workload Index: A Passive Brain-Computer Interface Application in Realistic Air Traffic Control Environment [J].
Arico, Pietro ;
Borghini, Gianluca ;
Di Flumeri, Gianluca ;
Colosimo, Alfredo ;
Bonelli, Stefano ;
Golfetti, Alessia ;
Pozzi, Simone ;
Imbert, Jean-Paul ;
Granger, Geraud ;
Benhacene, Railane ;
Babiloni, Fabio .
FRONTIERS IN HUMAN NEUROSCIENCE, 2016, 10
[6]  
Ayaz H., 2010, Advances in Understanding Human Performance: Neuroergonomics, Human Factors Design, and Special Populations, P21, DOI DOI 10.1201/EBK1439835012
[7]   Optical brain monitoring for operator training and mental workload assessment [J].
Ayaz, Hasan ;
Shewokis, Patricia A. ;
Bunce, Scott ;
Izzetoglu, Kurtulus ;
Willems, Ben ;
Onaral, Banu .
NEUROIMAGE, 2012, 59 (01) :36-47
[8]   Sliding-window Motion Artifact Rejection for Functional Near-Infrared Spectroscopy [J].
Ayaz, Hasan ;
Izzetoglu, Meltem ;
Shewokis, Patricia A. ;
Onaral, Banu .
2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2010, :6567-6570
[9]  
Ayaz Hasan, 2018, US Patent, Patent No. [9,946,344, 9946344]
[10]   Modified Beer-Lambert law for blood flow [J].
Baker, Wesley B. ;
Parthasarathy, Ashwin B. ;
Busch, David R. ;
Mesquita, Rickson C. ;
Greenberg, Joel H. ;
Yodh, A. G. .
BIOMEDICAL OPTICS EXPRESS, 2014, 5 (11) :4053-4075