The development of BCI using alpha waves for controlling the robot arm

IEICE Transactions on Communications

Volumn E91-B, Issue 7, 2008, Pages 2125-2132

  Inoue, Shinsuke ^a   Akiyama, Yoko ^a   Izumi, Yoshinobu ^a   Nishijima, Shigehiro ^a  

^a OSAKA UNIVERSITY   (Japan)

Author keywords

Alpha wave; Artifact; BCI; Control; Non training

Indexed keywords

CONTROL; ROBOTIC ARMS; ROBOTS; SPECTRUM ANALYSIS;

ALPHA WAVES; ARTIFACT; FALSE POSITIVE; HIGH-ACCURACY; HIGHLY ACCURATE; QUALITY OF LIFE; REAL-TIME OPERATION; ROBOT ARMS;

QUALITY CONTROL;

EID: 67651037335     PISSN: 09168516     EISSN: 17451345     Source Type: Journal    
DOI: 10.1093/ietcom/e91-b.7.2125     Document Type: Conference Paper

References (16)

1. G. W. Horn, "Electro-control: An EMG-controlled A-K prosthesis," Med. Biol. Engng., vol. 10, pp. 61-73, 1972.
2. J. Wessberg, C. R. Stambaugh, J. D. Kralik, P. D. Beck, M. Laubach, J. K. Chapin, J. Kim, S. J. Biggs, M. A. Srinivasan, and M. A. L. Nicolelis, "Real-time prediction of hand trajectory by ensembles of cortical neurons in primates," Nature, vol. 408, pp. 361-365, 2000.
3. M. D. Serruya, N. G. Hatsopoulos, L. Paninski, M. R. Fellows, and J. P. Donoghue, "Instant neural control of a movement signal," Med. Biol. Eng. Comput., vol. 38, pp. 339-347, 2002.
4. D. M. Taylor, S. I. H. Tillery, and A. B. Schwartz, "Information conveyed through brain-control: Cursor versus robot," IEEE Trans. Neural Syst. Rehab. Eng., vol. 11, no. 2, pp. 195-199, June 2003.
5. X. Gao, D. Xu, M. Cheng, and S. Gao, "A BCI-based environmental controller for the motion-disabled," IEEE Trans. Neural Syst. Rehab. Eng., vol. 11, no. 2, pp. 137-140, June 2003.
6. J. R. Wolpaw, D. J. McFarland, G. W. Neat, and C. A. Forneris, "An EEG-based brain-computer interface for cursor control," Electroencephalogr. Clin. Neurophysiol., vol. 78, pp. 252-259, 1991.
7. J. R. Wolpaw and D. J. McFarland, "Multichannel EEG-based braincomputer communication," Electroencephalogr. Clin. Neurophysiol., vol. 90, pp. 444-449, 1994.
8. N. Birbaumer, N. Ghanayim, T. Hinterberger, I. Iversen, B. Kotchoubey, A. Kubler, J. Perelmouter, E. Taub, and H. Flor, "A spelling device for the paralysed," Nature, vol. 398, pp. 297-298, March 1999.
9. J. R. Wolpaw and D. J. McFarland, "Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans," PNAS, vol. 101, no. 51, pp. 17849-17854, Dec. 2004.
10. N. J. Hill, T. N. Lal, M. Schroder, T. Hinterberger, B. Wilhelm, F. Nijboer, U. Mochty, G. Widman, C. Elger, B. Scholkopf, A. Kubler, and N. Birbaumer, "Classifying EEG and ECoG signals without subject training for fast BCI implementation: Comparison of nonparalyzed and completely paralyzed subjects," IEEE Trans. Neural Syst. Rehab. Eng., vol. 14, no. 2, pp. 183-186, June 2006.
11. L. Kirkup, A. Searle, A. Craig, P. Mclsaac, and P. Moses, "EEG-based system for rapid on-off switching without prior learning," Med. Biol. Engng. Comput., vol. 35, pp. 504-509, Sept. 1997.
12. A. Craig, Y. Tran, P. McIsaac, P. Moses, L. Kirkup, A. Searle, "The effectiveness of activating electrical devices using alpha wave synchronisation contingent with eye closure," Appl. Eron., vol. 31, pp. 377-382, 2000.
13. A. Craig, Y. Tran, D. Craig and R. Thuraisingham, "Improving correct switching rates in a 'hands-free' environmental control system," J. Neural Eng., vol. 2, pp. L9-L13, 2005.
14. A. Craig, P. Moses, Y. Tran, P. McIsaac, and L. Kirkup, "The effectiveness of a hands-free environmental control system for the profoundly disabled," Arch. Phys. Med. Rehabil., vol. 83, pp. 1455-1458, Oct. 2002.
15. S. Inoue, T. Terada, Y. Izumi, S. Takeda, and S. Nishijima, "Machine control in real-time by EEG analysis," Proc. XVth ICMMB, pp. 496-499, Dec. 2006.
16. B. Obermaier, G. R. Muller, and G. Pfurtscheller, "Virtual Keyboard" controlled by spontaneous EEG activity," IEEE Trans. Neural Syst. Rehab. Eng., vol. 11, no. 4, pp. 422-426, Dec. 2003.