Experiencing BCI control in a popular computer game

IEEE Transactions on Computational Intelligence and AI in Games

Volumn 5, Issue 2, 2013, Pages 176-184

  Van De Laar, Bram ^a   Gürkök, Hayrettin ^a   Plass Oude Bos, Danny ^a   Poel, Mannes ^a   Nijholt, Anton ^a  

^a UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

Brain computer interface (BCI); games; human factors; presence; user experience

Indexed keywords

ADDITIONAL CONTROL; BRAIN COMPUTER INTERFACES (BCIS); COMPLEX INTERFACE; DISABLED INDIVIDUALS; GAMES; PRESENCE; USER EXPERIENCE; WORLD OF WARCRAFT;

HUMAN ENGINEERING; INTERACTIVE COMPUTER GRAPHICS; INTERFACES (COMPUTER); MOBILE TELECOMMUNICATION SYSTEMS; SURVEYS;

BRAIN COMPUTER INTERFACE;

EID: 84879344862     PISSN: 1943068X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCIAIG.2013.2253778     Document Type: Article

References (31)

1. L. Farwell and E. Donchin, "Talking off the top of your head: Toward a mental prosthesis utilizing event-related brain potentials," Electroen-cephalogr. Clin. Neurophysiol., vol. 70, no. 6, pp. 510-523, 1988.
2. R. Leeb, D. Friedman, G. Müller-Putz, R. Scherer, M. Slater, and G. Pfurtscheller, "Self-paced (asynchronous) BCI control of a wheelchair in virtual environments: A case study with a tetraplegic," Comput. In-tell. Neurosci., 2007, Article ID 79642.
3. N. Birbaumer, T. Elbert, A. Canavan, and B. Rockstroh, "Slow potentials of the cerebral cortex and behavior," Physiol. Rev., vol. 70, no. 1, pp. 1-41, 1990. (Pubitemid 20037280)
4. J. Vidal, "Real-time detection of brain events in EEG," Proc. IEEE, vol. 65, no. 5, pp. 633-641, May 1977. (Pubitemid 8231192)
5. J. Wolpaw and E. Wolpaw, "Brain-computer interfaces: Something new under the sun," Brain-Computer Interfaces: Principles Practice, p. 3, 2012, DOI: 10.1093/acprof:oso/9780195388855.001.0001.
6. D. Plass-Oude Bos, B. Reuderink, B. L. A. van de Laar, H. Gürkök, C. Mühl, M. Poel, A. Nijholt, and D. K. J. Heylen, "Brain-computer interfacing and games," in Brain-Computer Interfaces. Applying our Minds to Human-Computer Interaction, ser. Human-Computer Interaction, D. Tan and A. Nijholt, Eds. London, U.K.: Springer-Verlag, Jul. 2010, pp. 149-178.
7. B. Zhang, J. Wang, and T. Fuhlbrigge, "A review of the commercial brain-computer interface technology from perspective of industrial robotics," in Proc. IEEE Int. Conf. Autom. Logistics, 2010, pp. 379-384.
8. Future BNCI, "A roadmap for future directions in brain/neuronal computer interactions research," 2012 [Online]. Available: http://future-bnci.org/images/stories/Future-BNCI-Roadmap.pdf
9. S. Hjelm and C. Browall, "Brainball-using brain activity for cool competition," in Proc. NordiCHI, 2000, pp. 177-188.
10. S. Hjelm, "Research+design: The making of brainball," Interactions, vol. 10, no. 1, pp. 26-34, 2003.
11. J. Pineda, D. Silverman, A. Vankov, and J. Hestenes, "Learning to control brain rhythms: Making a brain-computer interface possible," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 11, no. 2, pp. 181-184, Jun. 2003. (Pubitemid 36935053)
12. H. Gürkök, G. Hakvoort, and M. Poel, "Evaluating user experience in a selection based brain-computer interface game: A comparative study," in Proceedings of the 10th International Conference on Entertainment Computing (ICEC 2011), ser. Lecture Notes in Computer Science, J. Coutinho Anacleto, S. Fels, N. Graham, B. Kapralos, M. Saif El-Nasr, and K. Stanley, Eds. Berlin, Germany: Springer-Verlag, Oct. 2011, vol. 6972, pp. 77-88.
13. B. G. Witmer and M. J. Singer, "Measuring presence in virtual environments: A presence questionnaire," Presence: Teleoper. Virtual Environ., vol. 7, no. 3, pp. 225-240, Jun. 1998.
14. B. L. A. van de Laar, B. Reuderink, D. Plass-Oude Bos, and D. K. J. Heylen, "Evaluating user experience of actual and imagined movement in BCI gaming," Int. J. Gaming Comput. Mediated Simul., vol. 2, no. 4, pp. 33-47, Oct. 2010.
15. W. IJsselsteijn, Y. de Kort, K. Poels, A. Jurgelionis, and F. Bellotti, "Characterising and measuring user experiences in digital games," in Proc. Int. Conf. Adv. Comput. Entertain. Technol., 2007, pp. 1-4.
16. B. L. A. van de Laar, H. Gürkök, D. Plass-Oude Bos, F. Nijboer, and A. Nijholt, "Perspectives on user experience evaluation of brain-computer interfaces," in Universal Access in Human-Computer Interaction. Users Diversity, ser. Lecture Notes in Computer Science, C. Stephanidis, Ed. Berlin, Germany: Springer-Verlag, Jun. 2011, vol. 6766, pp. 600-609.
17. J. Waterworth, "Memory mechanisms and the psychophysical scaling of duration," Perception, vol. 14, no. 1, pp. 81-92, 1985.
18. E. Waterworth and J. Waterworth, "Focus, locus, and sensus: The three dimensions of virtual experience," Cyber Psychol. Behav., vol. 4, no. 2, pp. 203-213, 2001. (Pubitemid 32429228)
19. W. IJsselsteijn, I. Bierhoff, and Y. Slangen-de Kort, "Duration estimation and presence," in Proc. Presence Conf., 2001, DOI: 10.1.1.19. 5785.
20. C. Davies, "Landscape, earth, body, being, space, and time in the immersive virtual environments osmose and ephémère," in Women, Art, and Technology, J. Malloy, Ed. Boston, MA, USA: MIT Press, 2003, pp. 322-337.
21. J. A. Waterworth and E. L. Waterworth, "Being and time: Judged presence and duration as a function of media form," Presence: Teleoper. Virtual Environ., vol. 12, no. 5, pp. 495-511, Oct. 2003. (Pubitemid 38137122)
22. J. Cantero, M. Atienza, C. Gómez, and R. Salas, "Spectral structure and brain mapping of human alpha activities in different arousal states," Neuropsychobiology, vol. 39, no. 2, pp. 110-116, 1999. (Pubitemid 29118959)
23. R. J. Barry, A. R. larke, S. J. Johnstone, C. A. Magee, and J. A. Rushby, "EEG differences between eyes-closed and eyes-open resting conditions," Clin. Neurophysiol., vol. 118, no. 12, pp. 2765-2773, 2007. (Pubitemid 350180601)
24. E. Basar, M. Schürmann, C. Basar-Eroglu, and S. Karakas, "Alpha oscillations in brain functioning: An integrative theory," Int. J. Psy-chophysiol., vol. 26, no. 13, pp. 5-29, 1997. (Pubitemid 27277683)
25. E. Basar, C. Basar-Eroglu, S. Karakas, and M. Schürmann, "Gamma, alpha, delta, and theta oscillations govern cognitive processes," Int. J. Psychophysiol., vol. 39, no. 23, pp. 241-248, 2001. (Pubitemid 32041270)
26. E. Basar, C. Basar-Eroglu, R. Parnefjord, E. Rahn, and M. Schürmann, "Evoked potentials: Ensembles of brain induced rhythmicities in the alpha, theta and gamma ranges," in Induced Rhythms in the Brain. Boston, MA, USA: Birkhäuser, 1992, pp. 155-181 [Online]. Available: http://dx.doi.org/10. 1007/978-1-4757-1281-0-9
27. Demonstration of Alpha WoW at AISB 2009, Edinburgh, Scotland.
28. Demonstration of Alpha WoW at TEDxAmsterdam 2009 [Online]. Available: http://www.tedxamsterdam.com/2009/alphaworldofwar-craft/
29. K. Stamps and Y. Hamam, "Towards inexpensive bci control for wheelchair navigation in the enabled environment a hardware survey," in Brain Informatics, ser. Lecture Notes in Computer Science, Y. Yao, R. Sun, T. Poggio, J. Liu, N. Zhong, and J. Huang, Eds. Berlin, Germany: Springer-Verlag, 2010, vol. 6334, pp. 336-345 [Online]. Available: http://dx.doi.org/10.1007/978- 3-642-15314-3-32
30. M. van Vliet, A. Robben, N. Chumerin, N. Manyakov, A. Combaz, and M. Van Hulle, "Designing a brain-computer interface controlled videogame using consumer grade EEG hardware," in Proc. IEEE Biosignals Biorobot. Conf., 2012, DOI: 10.1109/BRC.2012.6222186.
31. J. van Baren and W. IJsselsteijn, "Measuring presence: A guide to current measurement approaches," OmniPres Project, Deliverable 5 2004 [Online]. Available: http://www8.informatik.umu.se/~jwworth/PresenceMeasurement. pdf