Assessment of mental fatigue during car driving by using high resolution EEG activity and neurophysiologic indices

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2012, Pages 6442-6445

  Borghini, G ^a   Vecchiato, G ^b   Toppi, J ^a   Astolfi, L ^a   Maglione, A ^a   Isabella, R ^a   Caltagirone, C ^a   Kong, W ^b,c   Wei, D ^c   Zhou, Z ^c   Polidori, L ^b   Vitiello, S ^b   Babiloni, F ^a,b  

^a IRCCS FONDAZIONE SANTA LUCIA   (Italy)

^b SAPIENZA UNIVERSITY OF ROME   (Italy)

^c Hangzhou Dianzi University   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN ACTIVITY ANALYSIS; CAR ACCIDENTS; CAR DRIVING; DRIVING TASKS; EYE BLINK; HEART RATES; HIGH RESOLUTION EEG; MENTAL EFFORT; MENTAL FATIGUE; MENTAL STATE; PARIETAL AREAS; POWER-SPECTRA; SIMULATED ENVIRONMENT; SLEEP DEPRIVATION;

ACCIDENTS; DISEASES; POWER SPECTRUM;

NEUROIMAGING;

EID: 84870837177     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2012.6347469     Document Type: Conference Paper

References (15)

1. C. Berka, D. J. Levendowsky, M. N. Lumicao, A. Yau, G. Davis, V. T. Zivkovic, R. E. Olmstead, P. D. Tremoulet, P. L. Craven, "EEG correlates of task engagement and mental workload in vigilance, learning, and memory tasks", Aviat Space Environ Med, vol. 78, no. 5, pp. B231 - B244, 2007.
2. G. Borghini, R. Isabella, G. Vecchiato, J. Toppi, L. Astolfi, C. Caltagirone, F. Babiloni, "Brainshield: HREEG study of perceived pilot mental workload", Italian journal of aerospace medicine, vol. 5, pp. 34-47, 2011.
3. S. H. Fairclough, L. Tattersall, "The influence of task demand and learning on the psychophysiological response", International Journal of Psychophysiology, vol. 56, no. 2, pp. 171-184, 2005.
4. S. K. L. Lal, A. Craig, "Driver Fatigue: psychophysiological effects", The Fourth International Conference on Fatigue and Transportation, Australia, 2000.
5. S. D. Baulk, L. A. Reyner, J. A. Horne, "Driver Sleepiness - Evaluation of Reaction Time Measurement as a Secondary Task", Sleep, vol. 24, no. 6, pp. 695-698.
6. K. M. Bach, M. G. Jæger, M. B. Skov, N. G. Thomassen, "Interacting with In - Vehicle System: Understanding, Measuring, and Evaluating Attention", HCI 2009 - People and Computers XXIII - Celebrating people and technology, pp. 453-462.
7. C. Babiloni, F. Babiloni, F. Carducci, F. Cincotti, F. Vecchio, B. Cola, S. Rossi, C. Miniussi and P.M. Rossini. Functional frontoparietal connectivity during short-term memory as revealed by high-resolution EEG coherence analysis. Behavioral Neuroscience, 2004; 118(4):687-697
8. L. Astolfi, F. Cincotti, C. Babiloni, F. Carducci, A. Basilisco, P.M. Rossini, S. Salinari, D. Mattia, S. Cerutti, D. Ben Dayan, L. Ding, Ni Y, B. He, F. Babiloni. Estimation Of The Cortical Connectivity By High Resolution EEG And Structural Equation Modeling: Simulations And Application To Finger Tapping Data, IEEE Trans Biomed Eng. 2005 May;52(5):757-68,
9. C. Babiloni, A. Brancucci, F. Babiloni, P. Capotosto, F. Carducci, F. Cincotti, L. Arendt-Nielsen, AC. Chen, P.M. Rossini. Anticipatory cortical responses during the expectancy of a predictable painful stimulation. A high-resolution electroencephalography study. Eur J Neurosci. 2003 Sep;18(6):1692-700
10. L. Astolfi, F. Cincotti, D. Mattia, S. Salinari, C. Babiloni, A. Basilisco, P.M. Rossini, L. Ding, Y. Ni, B. He, M.G. Marciani, F. Babiloni. Estimation of the effective and functional human cortical connectivity with Structural Equation Modeling and Directed Transfer Function applied on high resolution EEG, Magn Reson Imaging. 2004 Dec;22(10):1457-70
11. L. Astolfi, F. Cincotti, D. Mattia, M.G. Marciani, L. Baccalà, F. de Vico Fallani, S. Salinari, M. Ursino, M. Zavaglia, F. Babiloni Assessing Cortical Functional Connectivity By Partial Directed Coherence: Simulations And Application To Real Data. IEEE Trans Biomed Eng. 2006 Sep;53(9):1802-12
12. L. Astolfi, F. De Vico Fallani, F. Cincotti, D. Mattia, M.G. Marciani, S. Bufalari, S. Salinari, A. Colosimo, L. Ding, J.C. Edgar, W. Heller, G.A. Miller, B. He, F. Babiloni Imaging Functional Brain Connectivity Patterns From High-Resolution EEG And fMRI Via Graph Theory, Psychophysology, 44(6):880-93, 2007
13. M. Simon, E. A. Schmidt, W. E. Kincses, M. Fritzsche, A. Bruns, C. Aufmuth, C. Bogdan, W. Rosenstiel, M. Schrauf, "EEG alpha spindle measures as indicators of driver fatigue under real traffic conditions", Clinical Neurophysiology, vol. 122, no. 6, pp. 1168-1178, 2011.
14. C. Papadelis, Z. Chen, C. Kourtidou-Papadeli, P. D. Bamidis, I. Chouvarda, E. Bekiaris, N. Maglaveras, "Monitoring sleepiness with on - board electrophysiological recordings for preventing sleep-deprived traffic accidents", Clinical Neurophysiology, vol. 118, pp. 1906-1922, 2007.
15. W. Klimesch, "EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis", Brain Research Reviews, vol. 29, pp. 169-195, 1999