EEG-based evaluation system for motion sickness estimation

2011 5th International IEEE/EMBS Conference on Neural Engineering, NER 2011

Volumn , Issue , 2011, Pages 100-103

  Wei, Chun Shu ^a   Ko, Li Wei ^a   Chuang, Shang Wen ^a   Jung, Tzyy Ping ^b   Lin, Chin Teng ^a  

^a NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EEG SPECTRA; ESTIMATION SYSTEMS; EVALUATION SYSTEM; MOTION PLATFORMS; MOTION SICKNESS; NON-INVASIVE MONITORING; OPERATIONAL ENVIRONMENTS; PRACTICAL SYSTEMS; RADIAL BASIS FUNCTION NEURAL NETWORKS; REAL WORLD ENVIRONMENTS; SENSORY INFORMATION; SUPPORT VECTOR REGRESSIONS;

ELECTROENCEPHALOGRAPHY; ESTIMATION; NEURAL NETWORKS; RADIAL BASIS FUNCTION NETWORKS;

DISEASES;

EID: 79960381214     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NER.2011.5910498     Document Type: Conference Paper

References (12)

1. J. T. Reason and J. J. Brand, "Motion-sickness", London, Academic Press, 1975.
2. *, "Spatial and temporal EEG dynamics of motion sickness", NeuroImage, vol. 49, no. 3, pp. 2862-2870, February 2010.
3. C. T. Lin, S. W. Chuang, Y. C. Chen, L. W. Ko, S. F. Liang, and T. P. Jung, "EEG effects of motion sickness induced in a dynamic virtual reality environment", Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2007), Cité Internationale, Lyon, France, August 23-26, 2007.
4. C. S. Wei, S. W. Chuang, W. R. Wang, L. W. Ko, T. P. Jung, and C. T. Lin, "Development of A Motion Sickness Evaluation System Based on EEG Spectrum Analysis", Proceedings of the 2011 IEEE International Symposium on Circuits and Systems (ISCAS 2011), Rio de Janeiro, Brazil, 2011.
5. S. Hu, W. F. Grant, R. M. Stern, and K. L. Koch, "Motion-sickness Severity and Physiological Correlates During Repeated Exposures to a Rotating Optokinetic Drum", Aviat. Space Environ. Med. 62(4), 308-314, 1991.
6. B. Cheung and P. Vaitkus, "Perspectives of Electrogastrography and Motion-sickness", Brain Res. Bull. 47(5), 421-431, 1998.
7. S. R. Holmes and M. J. Griffin, "Correlation between Heart Rate and the Severity of Motion-sickness Caused by Optokinetic Stimulation", J. Psychophysiol. 15(1), 35-42, 2001.
8. R. S. Kennedy, N. E. Lane, K. S. Berbaum, and M. G. Lilienthal, "Simulator Sickness Questionnaire: an Enhanced Method for Quantifying Simulator Sickness", Int. J. Aviat. Psychol. 3(3), 203-220, 1993.
9. T. F. Oostendorp and R. Oostenveld, "Validating the Boundary Element Method for Forward and Inverse EEG Computations in the Presence of a Hole in the Skull." Human Brain Mapping. 17, 179-192, 2002.
10. J. Moody and C. J. Darken, "Fast Learning in networks of locally tuned processing units", Neural Computation, 1, 281-294, 1989.
11. H. D. Durcker, C. J. C. Burges, L. Kaufman, A. Smola, and V. Vapnik, "Support vector regression machines", Advances in Neural Information Processing Systems, 9, 155-161, 1997
12. A. Delorme, S. Makeig, "EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis", J. Neurosci. Methods, 134, 9-21, 2004.