Using a SSVEP-BCI to command a robotic wheelchair

Proceedings - ISIE 2011: 2011 IEEE International Symposium on Industrial Electronics

Volumn , Issue , 2011, Pages 957-962

  Müller, Sandra Mara Torres ^a   Bastos Filho, Teodiano Freire ^b   Sarcinelli Filho, Mário ^b  

^a Northern Center (CEUNES)   (Brazil)

^b FEDERAL UNIVERSITY OF ESPÍRITO SANTO   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

EVOKED RESPONSE; HIT RATE; INDOOR ENVIRONMENT; ROBOTIC WHEELCHAIRS; STEADY-STATE VISUAL EVOKED POTENTIALS; STIMULUS FREQUENCY; VISUAL FEEDBACK;

DECISION TREES; INDUSTRIAL ELECTRONICS; INTERFACES (COMPUTER); ROBOTICS; ROBOTS; STATISTICAL TESTS; VISUAL COMMUNICATION; WHEELCHAIRS;

BRAIN COMPUTER INTERFACE;

EID: 80052834078     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIE.2011.5984288     Document Type: Conference Paper

References (28)

1. T. Ebrahimi, J.-M. Vesin, and G. Garcia, "Brain computer interfaces in multimedia communication," IEEE Signal Processing Magazine, 2003.
2. J. del R. Millan, R. Rupp, G. R. Müller-Putz, R. Murray-Smith, C. Giugliema, M. Tangermann, C. Vidaurre, F. Cincotti, A. Kübler, R. Leeb, C. Neuper, K. R. Müller, and D. Mattia, "Combining brain-computer interfaces and assistive technologies: State-of-the-art and challenges," Frontiers in Neuroscience, vol. 4, p. 161, 2010.
3. S. M. T. Muller, W. C. Celeste, T. F. Bastos-Filho, and M. Sarcinelli-Filho, "Proposal of a brain-computer interface based on visual evoked potentials to command an autonomous robotic wheelchair," Journal of Medical and Biological Engineering, vol. 30, no. 6, pp. 407-416, 2010.
4. F. Galan, M. Nuttin, E. Lew, P. W. Ferrez, G. Vanacker, J. Philips, and J. del R. Millán, "A brain-actuated wheelchair: asynchronous and non-invasive brain-computer interfaces for continuous control of robots," Clinical Neurophysiology, pp. 2159-2169, 2008.
5. J. del R. Millan, F. Galán, D. Vanhooydonck, E. Lew, J. Philips, and M. Nuttin, "Asynchronous non-invasive brain-actuated control of an intelliget wheelchair," Proc. of 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 3361-3364, 2009.
6. G. R. Muller-Putz, R. Scherer, G. Pfurtscheller, and R. Rupp, "EEG-based neuroprosthesis control: a step towards clinical practice," Neuroscience Letters, vol. 382, pp. 169-174, 2005.
7. B. Obermaier, G. R. Muller, and G. Pfurtscheller, "Virtual keyboard controlled by spontaneous EEG activity," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 11, no. 4, pp. 422-426, December 2003.
8. O. Friman, T. Lüsth, I. Volosyak, and A. Gräser, "Spelling with steady state visual evoked potentials," Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering, pp. 354-357, May 2007.
9. A. A. Karim, T. Hinterberger, J. Richter, J. Mellinger, N. Neumann, H. Flor, A. Kübler, and N. Birbaumer, "Web surfing with brain potentials for the completely paralyzed," Neurorehabilitation and Neural Repair, vol. 20, 2006.
10. R. Leeb, F. Lee, C. Keinrath, R. Scherer, H. Bischof, and G. Pfurtscheller, "Brain computer communication: Motivation, aim, and impact of exploring a virtual apartment," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 15, no. 4, pp. 473-482, 2007.
11. E. C. Lalor, S. P. Kelly, C. Finucane, R. Burke, R. Smith, R. B. Reilly, and G.McDarby, "Steady-state VEP-based brain-computer interface control in an immersive 3D gaming environment," EURASIP Journal on Applied Signal Processing, vol. 19, pp. 3156-3164, 2005.
12. A. Nijholt, D. Tan, B. Allison, J. del R. Milln, M. M. Jackson, and B. Graimann, "Brain-computer interfaces for HCI and games," Proc. ACM CHI 2008, pp. 3925-3928, 2008.
13. C. Guger, G. Edlinger, W. Harkam, I. Niedermayer, and G. Pfurtscheller, "How many people are able to operate an EEG-based brain-computer interface (BCI)?" IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 11, no. 2, pp. 145-147, 2003.
14. C. Guger, S. Daban, E. Sellers, C. Holzner, G. Krausz, R. Carabalona, F. Gramatica, and G. Edlinger, "How many people are able to control a P300-based brain-computer interface (BCI)?" Neuroscience Letters, vol. 462, pp. 94-98, 2009.
15. O. Friman, I. Volosyak, and A. Gräser, "Multiple channel detection of steady state visual evoked potentials for brain-computer interfaces," IEEE Transactions on Biomedical Engineering, vol. 54, no. 4, pp. 742-750, April 2007.
16. J. Wolpaw, N. Birbaumer, D. McFarland, G. Pfurtscheller, and T. Vaughan, "Brain-computer interfaces for communication and control," Clin. Neurophysiol., vol. 113, pp. 767-791, 2002.
17. F.-B. Vialatte, M. Maurice, J. Dauwels, and A. Cichocki, "Steady-state visually evoked potentials: Focus on essential paradigms and future perspectives," Progress in Neurobiology, vol. 90, pp. 418-438, 2010.
18. M. Cheng, X. Gao, and D. Xu, "Design and implementation of a brain-computer interface with high transfer rates," IEEE Transactions on Biomedical Engineering, vol. 49, no. 10, pp. 1181-1186, 2002.
19. Y. Wang, R. Wang, X. Gao, B. Hong, and S. Gao, "A practical VEP-based brain-computer interface," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 14, no. 2, pp. 234-239, 2006.
20. P. Martinez, H. Bakardjan, and A. Cichocki, "Fully online multicom-mand brain-computer interface with visual neurofeedback using SSVEP paradigm," Computational intelligence and neuroscience, p. 9 pages, 2007.
21. B. Z. Allison, D. J. McFarland, G. Schalk, S. D. Zheng, M. M. Jackson, and J. R. Wolpaw, "Towards an independent brain-computer interface using steady state visual evoked potentials," Clinical Neurophysiology, vol. 119, no. 2, pp. 399-408, 2008.
22. S. P. Kelly, E. C. Lalor, C. Finucane, G. McDarby, and R. B. Reilly, "Visual spatial attention control in an independent brain computer interface," IEEE Transactions on Biomedical Engineering, vol. 52, no. 9, pp. 1588-1596, 2005.
23. A. P. Liavas, G. V. Moustakides, G. Henning, E. Z. Psarakis, and P. Husar, "A periodogram-based method for the detection of steady-state visually evoked potentials," IEEE Transactions on Biomedical Engineering, vol. 45, no. 2, pp. 242-248, February 1998.
24. A. M. F. L. M. de Sá, M. Cagy, V. V. Lazarev, and A. F. C. Infantosi, "Spectral F-test power evaluation in the EEG during intermittent photic stimulation," Arq. Neuropsiquiatr., vol. 64, pp. 228-232, 2006.
25. S. M. T. Muller, T. F. Bastos-Filho, and M. Sarcinelli-Filho, "Incremental SSVEP analysis for BCI implementation," Proceedings of 32nd Annual International Conference of the IEEE EMBS, pp. 3333-3336, 2010.
26. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2nd ed. Wiley-Interscience, 2001.
27. S. M. T. Müller, A. M. F. L. M. de Sá, T. F. Bastos-Filho, and M. Sarcinelli-Filho, "Spectral techniques for incremental SSVEP analysis applied to a BCI implementation," Accepted in V Latin American Congress on Biomedical Engineering, 2011.
28. S. M. T. Müller, T. F. Bastos-Filho, and M. Sarcinelli-Filho, "Minimizing the number of electrodes in a SSVEP-BCI," Submitted in IEEE Intelligent Sytems, 2011.