How Neurophysiological Measures Can be Used to Enhance the Evaluation of Remote Tower Solutions.
ECG
EEG
GSR
asSWLDA
eye blink
machine learning
mental workload
remote tower air traffic management
Journal
Frontiers in human neuroscience
ISSN: 1662-5161
Titre abrégé: Front Hum Neurosci
Pays: Switzerland
ID NLM: 101477954
Informations de publication
Date de publication:
2019
2019
Historique:
received:
30
04
2019
accepted:
14
08
2019
entrez:
26
9
2019
pubmed:
26
9
2019
medline:
26
9
2019
Statut:
epublish
Résumé
New solutions in operational environments are often, among objective measurements, evaluated by using subjective assessment and judgment from experts. Anyhow, it has been demonstrated that subjective measures suffer from poor resolution due to a high intra and inter-operator variability. Also, performance measures, if available, could provide just partial information, since an operator could achieve the same performance but experiencing a different workload. In this study, we aimed to demonstrate: (i) the higher resolution of neurophysiological measures in comparison to subjective ones; and (ii) how the simultaneous employment of neurophysiological measures and behavioral ones could allow a holistic assessment of operational tools. In this regard, we tested the effectiveness of an electroencephalography (EEG)-based neurophysiological index (W
Identifiants
pubmed: 31551735
doi: 10.3389/fnhum.2019.00303
pmc: PMC6743038
doi:
Types de publication
Journal Article
Langues
eng
Pagination
303Références
Brain Res Brain Res Rev. 1999 Apr;29(2-3):169-95
pubmed: 10209231
J Biomol Screen. 1999;4(2):67-73
pubmed: 10838414
Cereb Cortex. 2000 Sep;10(9):829-39
pubmed: 10982744
J Sports Sci. 2002 Mar;20(3):237-51
pubmed: 11999479
Res Q Exerc Sport. 2003 Dec;74(4):436-44
pubmed: 14768844
J Neurosci Methods. 2004 Mar 15;134(1):9-21
pubmed: 15102499
Neuroimage. 2007 Feb 15;34(4):1600-11
pubmed: 17207640
Span J Psychol. 2008 Nov;11(2):374-85
pubmed: 18988425
Int J Psychophysiol. 2010 Apr;76(1):52-5
pubmed: 20144665
J Neurosci Methods. 2010 Jun 30;190(1):80-91
pubmed: 20451556
Cereb Cortex. 2014 Feb;24(2):550-61
pubmed: 23118197
Artif Intell Med. 2013 Oct;59(2):61-9
pubmed: 24080078
Hum Factors. 2014 Sep;56(6):1136-49
pubmed: 25277022
Med Biol Eng Comput. 2016 Oct;54(10):1503-13
pubmed: 26645694
Conf Proc IEEE Eng Med Biol Soc. 2015 Aug;2015:1654-7
pubmed: 26736593
Conf Proc IEEE Eng Med Biol Soc. 2015;2015:6182-5
pubmed: 26737704
Prog Brain Res. 2016;228:295-328
pubmed: 27590973
Front Hum Neurosci. 2016 Oct 26;10:539
pubmed: 27833542
Front Neurosci. 2016 Nov 21;10:530
pubmed: 27917107
Front Neurosci. 2017 Feb 03;11:12
pubmed: 28217081
Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:3187-3190
pubmed: 28268985
Sci Rep. 2017 Apr 3;7(1):547
pubmed: 28373684
IEEE Rev Biomed Eng. 2017;10:250-263
pubmed: 28422665
IEEE Trans Biomed Eng. 2017 Jul;64(7):1431-1436
pubmed: 28436837
Front Neurosci. 2017 Jun 13;11:325
pubmed: 28659751
Int J Psychophysiol. 2018 Jan;123:111-120
pubmed: 29017780
Physiol Meas. 2018 Aug 29;39(8):08TR02
pubmed: 30039806
Front Hum Neurosci. 2018 Aug 29;12:231
pubmed: 30210322
Comput Intell Neurosci. 2018 Sep 19;2018:9721561
pubmed: 30327667
Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:4619-4622
pubmed: 30441381
Front Hum Neurosci. 2018 Dec 18;12:509
pubmed: 30618686
Sensors (Basel). 2019 Mar 19;19(6):null
pubmed: 30893791
Hear Res. 2019 Aug;379:31-42
pubmed: 31042607
Comput Intell Neurosci. 2019 Apr 17;2019:7348795
pubmed: 31143204
IEEE Trans Biomed Eng. 1985 Mar;32(3):230-6
pubmed: 3997178
Electroencephalogr Clin Neurophysiol. 1983 Apr;55(4):468-84
pubmed: 6187540
Res Q Exerc Sport. 1980 Mar;51(1):77-90
pubmed: 7394290
Biol Psychol. 1995 May;40(1-2):187-95
pubmed: 7647180
Ergonomics. 1993 Sep;36(9):1043-54
pubmed: 8404833
Neurosci Lett. 1998 Mar 13;244(2):73-6
pubmed: 9572588