Abstract
In this work, a motor imagery based 2-D cursor control strategy was applied to spell English character in a three-layer interface. Pinyin input method was integrated with English speller to input Chinese characters. A chatting system based on the BCI speller and instant messenger was designed and tested. The online experimental results demonstrated that three subjects all achieved good performance.
The work was supported by Innovation Program of Shanghai Municipal Education Commission (Grant No.12ZZ150) and the National Natural Science Foundation of China (Grant No. 61105122) and the Ministry of Transport of the Peoples Republic of China (Grant No. 2012319810190) and the Fundamental Research Funds for the Central Universities (Grant No. 0800219202).
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Wolpaw, J.R., Birbaumer, N., McFarland, D.J., Pfurtscheller, G., Vaughan, T.M.: Brain Computer interfaces for communication and control. Clinical Neurophysiology 113(6), 767–791 (2002)
Farwell, L.A., Donchin, E.: Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials. Electroencephalography and Clinical Neurophysiology 70(6), 510–523 (1988)
Sellers, E.W., Kubler, A., Donchin, E.: Brain-computer interface research at the University of South Florida Cognitive Psychophysiology Laboratory: the P300 speller. IEEE Transactions on Neural Systems and Rehabilitation Engineering 14(2), 221–224 (2006)
Ming, D., An, X., Wan, B., Qi, H., Zhang, Z., Hu, Y.: A P300-speller based on event-related spectral perturbation (ERSP). In: 2012 IEEE International Conference on Signal Processing, Communication and Computing (ICSPCC), pp. 63–66. IEEE (2012)
Cao, T., Wang, X., Wang, B., Wong, C.M., Wan, F., Mak, P.U., Vai, M.I.: A high rate online SSVEP based brain-computer interface speller. In: 2011 5th International IEEE/EMBS Conference on Neural Engineering (NER), pp. 465–468. IEEE (April 2011)
Volosyak, I., Cecotti, H., Valbuena, D., Graser, A.: Evaluation of the Bremen SSVEP based BCI in real world conditions. In: IEEE International Conference on Rehabilitation Robotics, ICORR 2009, pp. 322–331. IEEE (June 2009)
Blankertz, B., Dornhege, G., Krauledat, M., Schröder, M., Williamson, J., Murray-Smith, R., Mller, K.R.: The Berlin Brain-Computer Interface presents the novel mental typewriter Hex-o-Spell (2006)
Sun, K.T., Huang, T.W., Chen, M.C.: Design of Chinese spelling system based on ERP. In: 2011 IEEE 11th International Conference on Bioinformatics and Bioengineering (BIBE), pp. 310–313. IEEE (October 2011)
Minett, J.W., Zheng, H.Y., Fong, M.C., Zhou, L., Peng, G., Wang, W.S.: A Chinese Text Input Brain Computer Interface Based on the P300 Speller. International Journal of Human-Computer Interaction 28(7), 472–483 (2012)
Xia, B., Yang, H., Zhang, Q., Xie, H., Yang, W., Li, J., An, D.: Control 2-dimensional movement using a three-class motor imagery based Brain-Computer Interface. In: 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 1823–1826. IEEE (August 2012)
Pfurtscheller, G., Neuper, C., Guger, C., Harkam, W.A.H.W., Ramoser, H., Schlogl, A., Pregenzer, M.A.P.M.: Current trends in Graz brain-computer interface (BCI) research. IEEE Transactions on Rehabilitation Engineering 8(2), 216–219 (2000)
Ramoser, H., Muller-Gerking, J., Pfurtscheller, G.: Optimal spatial filtering of single trial EEG during imagined hand movement. IEEE Transactions on Rehabilitation Engineering 8(4), 441–446 (2000)
Xia, B., An, D., Chen, C., et al.: A mental switch-based asynchronous brain-computer interface for 2D cursor control. Accepted by EMBS (2013)
Lopez-Gordo, M.A., Pelayo, F., Prieto, A.: A high performance SSVEP-BCI without gazing. In: The 2010 International Joint Conference on Neural Networks (IJCNN), pp. 1–5. IEEE (July 2010)
Yamaguchi, T., Omori, K., Irie, J., Inoue, K.: Feature extraction from EEG signals in SSVEP spelling system. In: Proceedings of SICE Annual Conference 2010, pp. 58–62. IEEE (August 2010)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Chen, C., Yang, J., Huang, Y., Li, J., Xia, B. (2013). A Cursor Control Based Chinese-English BCI Speller. In: Lee, M., Hirose, A., Hou, ZG., Kil, R.M. (eds) Neural Information Processing. ICONIP 2013. Lecture Notes in Computer Science, vol 8226. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-42054-2_50
Download citation
DOI: https://doi.org/10.1007/978-3-642-42054-2_50
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-42053-5
Online ISBN: 978-3-642-42054-2
eBook Packages: Computer ScienceComputer Science (R0)