EEG activities of dynamic stimulation in VR driving motion simulator

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4562 LNAI, Issue , 2007, Pages 551-560

  Lin, Chin Teng ^a   Ko, Li Wei ^a   Lin, Yin Hung ^a   Jung, Tzyy Ping ^a,b   Liang, Sheng Fu ^a,c   Hsiao, Li Sor ^a  

^a NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

Component clustering; EEG; EMG; ERP; ERSP; ICA; Kinesthetic stimulus; Mu Rhythm

Indexed keywords

BRAIN; ELECTROENCEPHALOGRAPHY; INDEPENDENT COMPONENT ANALYSIS; MOTION PLANNING; VIRTUAL REALITY;

BRAIN NETWORKS; DYNAMIC STIMULATION; KINESTHETIC STIMULUS;

AUTOMOBILE DRIVER SIMULATORS;

EID: 37249052336     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-73331-7_60     Document Type: Conference Paper

References (38)

1. Elidan, J., Leibner, E., Freeman, S., Sela, M., Nitzan, M., Sohmer, H.: Short and middle latency vestibular evoked responses to acceleration in man. Electroencephalogr Clin. Neurophysiol 80, 140-145 (1991)
2. Baudonniere, P.M., Belkhenchir, S., Lepecq, J.C, Mertz S.: Otolithvestibular-evoked potentials in humans. Intensity, direction of acceleration (Z+, Z-), and BESA modeling of generators. Ann NY Acad Sci. Vol. 871, pp. 384-386 (1999)
3. Probst, T., Dabrowski, H., Liebler, G., Wist, E.: MARDER - Multi-Axes Rotation Device for Experimental Research: a new concept for investigations of the vestibular, oculomotor, and visual systems of humans in three-dimensional space. J. Neuroscience Methods 49, 49-61 (1993)
4. Probst, T., Bablok, E., Dabrowski, H., Dombrowski, J.H., Loose, R., Wist, E.R.: Position and velocity responses from the otoliths and the canals: results from ESA's parabolic flights. Aviat Space Environ Med. 67, 633-639 (1996)
5. Probst, T., Ayan, T., Loose, R., Skrandies, W.: Electrophysiological evidence for direction-specific rotary evoked potentials in human subjects - a topographical study. Neurosci Lett. 239, 97-100 (1997)
6. Loose, R., Probst, T., Tucha, O., Bablok, E., Aschenbrenner, S., Lange, K.W.: Vestibular evoked potentials from the vertical semicircular canals in humans evoked by roll-axis rotation in microgravity and under 1-G. Behavioural Brain Research 134, 131-137 (2002)
7. Kemeny, A., Panerai, F.: Evaluating perception in driving simulation experiments. TRENDS in Cognitive Sciences 7, 31-37 (2003)
8. Wierville, W.W., Casali, J.G., Repa, B.S.: Driver steering reaction time to abrupt-onset crosswind, as measured in a moving-base driving simulator. Hum. Factors 25(1), 103-116 (1983)
9. Reymond, G., Kemeny, A., Droulez, J., Berthoz, A.: Role of lateral acceleration in curve driving: driver model and experiments on a real vehicle and a driving simulator. Hum. Factors. 43, 483-495 (2001)
10. Page, N.G., Gresty, M.A.: Motorist's vestibular disorientation syndrome. J. Neurol. Neurosurg. Psychiatry 48, 729-735 (1985)
11. Groen, E.L., Howard, I.P., Cheung, B.: Influence of body roll on visually induced sensation of self-tilt and rotation. Perception 28, 287-297 (1999)
12. Lin, C.T., Wu, R.C., Jung, T.P., Liang, S.F., Huang, T.Y.: Estimating Driving Performance Based on EEG Spectrum Analysis. EURASIP Journal on Applied Signal Processing 19, 3165-3174 (2005)
13. Lin, C.T., Wu, R.C., Liang, S.F., Chao, W.H., Chen, Y.J., Jung, T.P.: EEG-based drowsiness estimation for safety driving using independent component analysis. IEEE Transactions on Circuits and Systems I. 52, 2726-2738 (2005)
14. Eoh, H.-J., Chung, M.-K., Kim, S.-H.: Electroencephalographic study of drowsiness in simulated driving with sleep deprivation. International Journal of Industrial Ergonomics 35, 307-320 (2005)
15. Stewart, D.: A platform with six degrees of freedom. Proc. Instn Mech. Engr. 180, 371-386 (1965)
16. Reymond, G., Kemeny, A.: Motion cueing in the Renault driving simulator. Veh. Syst. Dynam. 34, 249-259 (2000)
17. Jutten, C., Herault, C.: Blind separation of sources I. An adaptive algorithm based on neuromimetic architecture. Signal Process 24, 1-10 (1991)
18. Comon, P.: Independent component analysis - A new concept? Signal Processing 36, 287-314 (1994)
19. Bell, A.J., Sejnowski, T.J.: An information-maximization approach to blind separation and blind deconvolution. Neural Computation 7, 1129-1159 (1995)
20. Girolami, M.: An alternative perspective on adaptive independent component analysis. Neural Computation 10, 2103-2114 (1998)
21. Lee, T.W., Girolami, M., Sejnowski, T.J.: Independent component analysis using an extended infomax algorithm for mixed sub- and super-Gaussian sources. Neural Computation 11, 606-633 (1999)
22. Jung, T.P., Humphries, C., Lee, T.W., Makeig, S., McKeown, M.J., Iragui, V., Sejnowski, T.J.: Extended ICA removes artifacts from electroencephalographic recordings. Advances in Neural Information Processing Systems 10, 894-900 (1998)
23. Jung, T.P., Makeig, S., Humphries, C., Lee, T.W., McKeown, M.J., Iragui, V., Sejnowski, T.J.: Removing electroencephalographic artifacts by blind source separation. Psychophysiology 37, 163-178 (2000)
24. Jung, T.P., Makeig, S., Westerfield, W., Townsend, J., Courchesne, E., Sejnowski, T.J.: Analysis and visualization of single-trial event-related potentials. Human Brain Mapping 14, 166-185 (2001)
25. Yamazaki, A., Tajima, T., Matsuoka, K.: Convolutive independent component analysis of EEG data. Annual Conference on SICE 2, 1227-1231 (2003)
26. Meyer-Base, A., Auer, D., Wismueller, A.: Topographic independent component analysis for fMRI signal detection. In: Proceedings of the International Joint Conference on Neural Networks. Vol. 1, pp. 601-605 (2003)
27. Naganawa, M., Kimura, Y., Ishii, K., Oda, K., Ishiwata, K., Matani, A.: Extraction of a plasma time-activity curve from dynamic brain pet images based on independent component analysis. IEEE Transactions on Biomedical Engineering 52, 201-210 (2005)
28. Liao, R., Krolik, J.L., McKeown, M.J.: An information-theoretic criterion for intrasubject alignment of FMRI time series: motion corrected independent component analysis. IEEE Transactions on Medical Imaging 24, 29-44 (2005)
29. Makeig, S., Delorme, A., Westerfield, M., Jung, T.-P., Townsend, J., Courchense, E., Sejnowski, T.: Electroencephalographic brain dynamics following visual targets requiring manual responses. PLoS Biology 2(6), 747-762 (2004)
30. Makeig, S.: Auditory event-related dynamics of the EEG spectrum and effects of exposure to tones. Electroencephalography and Clinical Neurophysiology 86, 283-293 (1993)
31. Courchesne, E., Hillyard, S.A., Galambos, R.: Stimulus novelty, task relevance and the visual evoked potential in man. Electroencephalogr Clin. Neurophysiol 39, 131-143 (1975)
32. Polich, J., Comerchero, M.: P3a from visual stimuli: typicality, task, and topography. Brain Topogr 15, 141-152 (2003)
33. Kuhlman, N.W.: Functional topography of the human mu rhythm. Electroencephalography and Clinical Neurophysiology 44, 83-93 (1978)
34. Thilo, K.V., Kleinschmidt, A., Gresty, M.A.: Perception of self-motion from peripheral optokinetic stimulation suppresses visual evoked responses to central stimuli. Journal of Neurophysiology 90, 723-730 (2003)
35. Parker, D.E., Phillips, J.O.: Self-motion perception: assessment by real-time computer-generated animations. Applied Ergonomics 32, 31-38 (2001)
36. Elidan, J., Sohmer, H., Nizan, M.: Recording of short latency vestibular evoked potentials to acceleration in rats by means of skin electrodes. Electroencephalogr Clin. Neurophysiol 53, 501-505 (1982)
37. Elidan, J., Sohmer, H., Lev, S., Gay, I.: Short latency vestibular evoked response to acceleration stimuli recorded by skin electrodes. Annual of Otolrhinollaryngol 93, 257-261 (1984)
38. Elidan, J., Langhofer, L., Honrubia, V.: Recording of short-latency vestibular evoked potentials induced by acceleration impulses in experimental animals: current status of the method and its applications. Electroencephalogr Clin. Neurophysiol 68, 58-69 (1987)