Task-independent auditory probes reveal changes in mental workload during simulated quadrotor UAV training

Hancock P, Parasuraman R. Human factors and safety in the design of intelligent vehicle-highway systems (ivhs). J Safety Res. 1992;23(4):181–98.

Article  Google Scholar 

Parasuraman R, Rizzo M. Neuroergonomics: the brain at work, vol. 3. New York: Oxford University Press; 2006.

Book  Google Scholar 

Parasuraman R, Wilson GF. Putting the brain to work: neuroergonomics past, present, and future. Hum Factors. 2008;50(3):468–74.

Article  Google Scholar 

Ayaz H, Dehais F. Neuroergonomics: the Brain at work and in everyday life. Cambridge: Academic Press; 2018. p. 111–4.

Google Scholar 

Mehta RK, Parasuraman R. Neuroergonomics: a review of applications to physical and cognitive work. Front Hum Neurosci. 2013;7:889.

Article  Google Scholar 

Wickens CD, Helton WS, Hollands JG, Banbury S. Engineering psychology and human performance. London: Routledge; 2021. p. 3–4.

Book  Google Scholar 

Wickens CD. Multiple resources and mental workload. Hum Factors. 2008;50(3):449–55.

Article  Google Scholar 

Ayaz H, Shewokis PA, Bunce S, Izzetoglu K, Willems B, Onaral B. Optical brain monitoring for operator training and mental workload assessment. Neuroimage. 2012;59(1):36–47.

Article  Google Scholar 

Haynes JD, Rees G. Decoding mental states from brain activity in humans. Nat Rev Neurosci. 2006;7(7):523–34.

Article  Google Scholar 

Tharawadeepimuk K, Wongsawat Y. Quantitative eeg in sports: performance level estimation of professional female soccer players. Health Inf Sci Syst. 2021;9(1):1–15.

Article  Google Scholar 

Tan W, Xu Y, Liu P, Liu C, Li Y, Du Y, Chen C, Wang Y, Zhang Y. A method of vr-eeg scene cognitive rehabilitation training. Health Info Sci Syst. 2021;9(1):1–9.

Google Scholar 

Kramer AF, Trejo LJ, Humphrey D. Assessment of mental workload with task-irrelevant auditory probes. Biol Psychol. 1995;40(1–2):83–100.

Article  Google Scholar 

Ke Y, Jiang T, Liu S, Cao Y, Jiao X, Jiang J, Ming D. Cross-task consistency of electroencephalography-based mental workload indicators: comparisons between power spectral density and task-irrelevant auditory event-related potentials. Front Neurosci. 2021;15: 703139.

Article  Google Scholar 

Ullsperger P, Freude G, Erdmann U. Auditory probe sensitivity to mental workload changes-an event-related potential study. Int J Psychophysiol. 2001;40(3):201–9.

Article  Google Scholar 

Luck SJ. An introduction to the event-related potential technique. Cambridg: MIT press; 2014. p. 144–6.

Google Scholar 

Patel SH, Azzam PN. Characterization of n200 and p300: selected studies of the event-related potential. Int J Med Sci. 2005;2(4):147.

Article  Google Scholar 

Ghani U, Signal N, Niazi IK, Taylor D. A novel approach to validate the efficacy of single task erp paradigms to measure cognitive workload. Int J Psychophysiol. 2020;158:9–15.

Article  Google Scholar 

Miller MW, Rietschel JC, McDonald CG, Hatfield BD. A novel approach to the physiological measurement of mental workload. Int J Psychophysiol. 2011;80(1):75–8.

Article  Google Scholar 

Allison BZ, Polich J. Workload assessment of computer gaming using a single-stimulus event-related potential paradigm. Biol Psychol. 2008;77(3):277–83.

Article  Google Scholar 

Causse M, Fabre E, Giraudet L, Gonzalez M, Peysakhovich V. Eeg/erp as a measure of mental workload in a simple piloting task. Procedia Manufacturing. 2015;3:5230–6.

Article  Google Scholar 

Sirevaag EJ, Kramer AF, Coles MG, Donchin E. Resource reciprocity: an event-related brain potentials analysis. Acta Physiol (Oxf). 1989;70(1):77–97.

Google Scholar 

Ghani U, Signal N, Niazi IK, Taylor D. Efficacy of a single-task erp measure to evaluate cognitive workload during a novel exergame. Front Hum Neurosci. 2021. https://doi.org/10.3389/fnhum.2021.742384.

Article  Google Scholar 

Tang S, Liu C, Zhang Q, Gu H, Li X, Li Z. Mental workload classification based on ignored auditory probes and spatial covariance. J Neural Eng. 2021;18(4):0460–9.

Article  Google Scholar 

Xu J, Ke Y, Liu S, Song X, Xu C, Zhou G, Ming D. (2020) Task-irrelevant auditory event-related potentials as mental workload indicators: a between-task comparison study. In: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), IEEE, pp 3216–3219

Papanicolaou AC, Johnstone J. Probe evoked potentials: theory, method and applications. Int J Neurosci. 1984;24(2):107–31.

Article  Google Scholar 

Dyke FB, Leiker AM, Grand KF, Godwin MM, Thompson AG, Rietschel JC, McDonald CG, Miller MW. The efficacy of auditory probes in indexing cognitive workload is dependent on stimulus complexity. Int J Psychophysiol. 2015;95(1):56–62.

Article  Google Scholar 

Takeda Y, Inoue K, Kimura M, Sato T, Nagai C. Electrophysiological assessment of driving pleasure and difficulty using a task-irrelevant probe technique. Biol Psychol. 2016;120:137–41.

Article  Google Scholar 

Rösler F, Heil M, Röder B. Slow negative brain potentials as reflections of specific modular resources of cognition. Biol Psychol. 1997;45(1–3):109–41.

Article  Google Scholar 

Wickens C, Kramer A, Vanasse L, Donchin E. Performance of concurrent tasks: a psychophysiological analysis of the reciprocity of information-processing resources. Science. 1983;221(4615):1080–2.

Article  Google Scholar 

Horat SK, Herrmann FR, Favre G, Terzis J, Debatisse D, Merlo MC, Missonnier P. Assessment of mental workload: a new electrophysiological method based on intra-block averaging of erp amplitudes. Neuropsychologia. 2016;82:11–7.

Article  Google Scholar 

Roy RN, Charbonnier S, Campagne A, Bonnet S. Efficient mental workload estimation using task-independent eeg features. J Neural Eng. 2016;13(2): 026019.

Article  Google Scholar 

Kramer AF, Parasuraman R. Neuroergonomics: applications of neuroscience to human factors. In: Cacioppo JT, Tassinary LG, Berntson GG, editors. Handbook of psychophysiology. Cambridge: Cambridge University Press; 2007. p. 704–22.

Chapter  Google Scholar 

Gu H, Yao Q, Chen H, Ding Z, Zhao X, Liu H, Feng Y, Li C, Li X. The effect of mental schema evolution on mental workload measurement: an eeg study with simulated quadrotor uav operation. J Neural Eng. 2022;19(2): 026058.

Article  Google Scholar 

Cooper GE, Harper RP. The use of pilot rating in the evaluation of aircraft handling qualities. Washington: National Aeronautics and Space Administration; 1969.

Google Scholar 

Shahid A, Wilkinson K, Marcu S, Shapiro CM. Karolinska sleepiness scale (kss). In: Shahid A, Wilkinson K, Marcu S, Shapiro C, editors. STOP, THAT and one hundred other sleep scales. New York: Springer; 2011. p. 209–10.

Chapter  Google Scholar 

O’Reilly JA. Can intensity modulation of the auditory response explain intensity-decrement mismatch negativity? Neurosci Lett. 2021;764:136199.

Article  Google Scholar 

Daniel E. Noise and hearing loss: a review. J Sch Health. 2007;77(5):225–31.

Article  Google Scholar 

Jasper HH. The ten-twenty electrode system of the international federation. Electroencephalogr Clin Neurophysiol. 1958;10:370–5.

Google Scholar 

Iriarte J, Urrestarazu E, Valencia M, Alegre M, Malanda A, Viteri C, Artieda J. Independent component analysis as a tool to eliminate artifacts in eeg: a quantitative study. J Clin Neurophysiol. 2003;20(4):249–57.

Article  Google Scholar 

Handy TC. Event-related potentials: a methods handbook. Cambridg: MIT press; 2005.

Google Scholar 

Delorme A, Makeig S. Eeglab: an open source toolbox for analysis of single-trial eeg dynamics including independent component analysis. J Neurosci Methods. 2004;134(1):9–21.

Article  Google Scholar 

De Winter JC, Gosling SD, Potter J. Comparing the pearson and spearman correlation coefficients across distributions and sample sizes: a tutorial using simulations and empirical data. Psychol Methods. 2016;21(3):273.

Article  Google Scholar 

Verwey WB, Shea CH, Wright DL. A cognitive framework for explaining serial processing and sequence execution strategies. Psychon Bull Rev. 2015;22(1):54–77.

Article  Google Scholar 

Isreal JB, Chesney GL, Wickens CD, Donchin E. P300 and tracking difficulty: evidence for multiple resources in dual-task performance. Psychophysiology. 1980;17(3):259–73.

Article  Google Scholar 

Debener S, Kranczioch C, Herrmann CS, Engel AK. Auditory novelty oddball allows reliable distinction of top-down and bottom-up processes of attention. Int J Psychophysiol. 2002;46(1):77–84.

Article  Google Scholar 

Boutyline A, Soter LK. Cultural schemas: what they are, how to find them, and what to do once you’ve caught one. Am Sociol Rev. 2021;86(4):728–58.

Article  Google Scholar 

Bartlett FC, Bartlett FC. Remembering: a study in experimental and social psychology. New York: Cambridge University Press; 1995.

Book  Google Scholar 

Abrahamse EL, Jiménez L, Verwey WB, Clegg BA. Representing serial action and perception. Psychon Bull Rev. 2010;17(5):603–23.

Article  Google Scholar 

Verwey WB, Dronkers WJ. Skill in discrete keying sequences is execution rate specific. Psychol Res. 2019;83(2):235–46.

Article  Google Scholar 

Van Merrienboer JJ, Schuurman JG, De Croock M, Paas F. Redirecting learners’ attention during training: effects on cognitive load, transfer test performance and training efficiency. Learn Instr. 2002;12(1):11–37.

Article  Google Scholar 

Dehais F, Duprès A, Blum S, Drougard N, Scannella S, Roy RN, Lotte F. Monitoring pilot’s mental workload using erps and spectral power with a six-dry-electrode eeg system in real flight conditions. Sensors. 2019;19(6):1324.

Article  Google Scholar 

Roy RN, Bonnet S, Charbonnier S, Campagne A. (2015) Enhancing single-trial mental workload estimation through xdawn spatial filtering. In: 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), IEEE. pp 360–363

Solís-Marcos I, Kircher K. Event-related potentials as indices of mental workload while using an in-vehicle information system. Cogn Technol Work. 2019;21(1):55–67.

Article  Google Scholar 

Sokhadze EM, Casanova MF, Casanova EL, Lamina E, Kelly DP, Khachidze I. Event-related potentials (erp) in cognitive neuroscience research and applications. NeuroRegulation. 2017;4(1):14.

Article  Google Scholar 

留言 (0)

沒有登入
gif