Application of tripolar concentric electrodes and prefeature selection algorithm for brain-computer interface

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Volumn 16, Issue 2, 2008, Pages 191-194

  Besio, Walter G ^a   Cao, Hongbao ^b   Zhou, Peng ^c  

^a The University of Rhode Island   (United States)

^b Louisiana Tech University   (United States)

^c TIANJIN UNIVERSITY   (China)

Author keywords

Brain computer interface (BCI); Electroencephalogram (EEG) classification; Laplacian estimation; Parameter selection; Tripolar electrode

Indexed keywords

ALGORITHMS; ELECTROENCEPHALOGRAPHY; PARAMETER ESTIMATION;

BRAIN-COMPUTER INTERFACE (BCI); LAPLACIAN ESTIMATION; TRIPOLAR ELECTRODES;

HUMAN COMPUTER INTERACTION;

ADULT; ALGORITHM; ARTICLE; BRAIN COMPUTER INTERFACE; CONTROLLED STUDY; ELECTRODE; ELECTROENCEPHALOGRAM; FEMALE; HUMAN; MALE; PRIORITY JOURNAL; SIGNAL PROCESSING;

ADULT; ALGORITHMS; BRAIN MAPPING; ELECTRODES; EQUIPMENT DESIGN; EQUIPMENT FAILURE ANALYSIS; EVOKED POTENTIALS, MOTOR; FEMALE; HUMANS; MALE; MOTOR CORTEX; PSYCHOMOTOR PERFORMANCE; TASK PERFORMANCE AND ANALYSIS; USER-COMPUTER INTERFACE;

EID: 42049088331     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSRE.2007.916303     Document Type: Article

References (26)

1. J. R. Wolpaw, N. Birbaumer, W. J. Heetderks, D. J. McFarland, P. H. Peckham, G. Schalk, E. Donchin, L. A. Quatrano, C. J. Robinson, and T. M. Vaughan, "Brain - Computer interface technology: A review of the first international meeting," IEEE Trans. Rehab. Eng., vol. 8, no. 2, pp. 164-173, Jun. 2000.
2. G. Pfurtscheller, C. Neuper, C. Guger, W. Harkam, H. Ramoser, A. Schlögl, B. Obermaier, and M. Pregenzer, "Current trends in graz brain-computer interface (BCI) research," IEEE Trans. Rehab. Eng., vol. 8, no. 2, pp. 216-219, Jun. 2000.
3. P. L. Nunez, R. B. Silberstein, P. J. Cadiush, J. Wijesinghe, A. F. Westdorp, and R. Srinivasan, "A theoretical and experimental study of high resolution EEG based on surface Laplacians and cortical imaging," EEG Clin. Neurophys., vol. 90, pp. 40-57, 1994.
4. J. E. Desmedt, V. Chalklin, and C. Tomberg, "Emulation of somatosensory evoked potential (SEP) components with the 3-shell head model and the problem of 'ghost potential fields' when using an average reference in brain mapping," Electroenceph. Clin. Neurophysiol., vol. 77, pp. 243-258, 1990.
5. B. He, "Brain electrical source imaging: Scalp Laplacian mapping and cortical imaging," Crit. Rev. Biomed. Eng., vol. 27, pp. 149-188, 1999.
6. B. Hjorth, "An on-line transformation of EEG scalp potentials into orthogonal source derivations," EEG Clin. Neurophysiol., vol. 39, pp. 526-530, 1975.
7. F. Perrin, O. Bertrand, and J. Pernier, "Scalp current density mapping: Value and estimation from potential data," IEEE Trans. Biomed. Eng., vol. BE-BME-34, no. 4, pp. 283-288, Apr. 1987.
8. S. K. Law, P. L. Nunez, and R. S. Wijesinghe, "High-resolution EEG using spline generated surface Laplacians on spherical and ellipsoidal surfaces," IEEE Trans. Biomed. Eng., vol. 40, no. 2, pp. 145-153, Feb. 1993.
9. F. Babiloni, C. Babiloni, F. Carducci, L. Fattorini, P. Onorati, and A. Urbano, "Performances of surface Laplacian estimators: A study of simulated and real scalp potential distributions," Brain Topogr., vol. 8, no. 1, pp. 35-45, Sep. 1995.
10. F. Babiloni, C. Babiloni, and F. Carducci, "Spline Laplacian estimate of EEG potentials over a realistic magnet resonance constructed scalp surface model," EEG Clin. Neurophysiol., vol. 98, pp. 363-373, 1996.
11. B. He, J. Lian, and G. Li, "High-resolution EEG: A new realistic geometry spline Laplacian estimation technique," Clin. Neurophysiol., vol. 112, no. 5, pp. 845-852, May 2001.
12. D. P. Burke, S. P. Kelly, P. D. Chazal, R. B. Reilly, and C. Finucane, "A parametric feature extraction and classification strategy for brain-computer interfacing," IEEE Trans. Neural Syst. Rehab. Eng., vol. 13, no. 1, pp. 12-17, Mar. 2005.
13. W. D. Penny, S. J. Roberts, E. A. Curran, and M. J. Stokes, "EEG-based communication: A pattern recognition approach," IEEE Trans. Rehab. Eng., vol. 8, no. 2, pp. 214-215, Jun. 2000.
14. V. Fattorusso and J. Tilmant, "Exploration du champ electrique precordial a l'aide de deux electrodes circulaires, concentriques et rapprochees," Arch. Mal Du Coeur, vol. 42, pp. 452-455, 1949.
15. D. Farina and C. Cescon, "Concentric-ring electrode systems for non-invasive detection of single motor unit activity," IEEE Trans. Biomed. Eng., vol. 48, no. 11, pp. 1326-1334, Nov. 2001.
16. K. Koka and W. G. Besio, "Improvement of spatial selectivity and decrease of mutual information of tri-polar concentric ring electrodes," J. Neurosci. Methods, vol. 165, pp. 216-272, 2007.
17. D. J. McFarland, L. M. McCane, S. V. David, and J. R. Wolpaw, "Spatial filter selection for eeg-based communication," Electroenceph. Clin. Neurophysiol., vol. 103, no. 3, pp. 386-394, Sep. 1997.
18. F. Babiloni, F. Cincotti, L. Lazzarini, J. Millán, J. Mouriño, M. Varsta, J. Heikkonen, L. Bianchi, and M. G. Marciani, "Linear classification of low-resolution EEG patterns produced by imagined hand movements," IEEE Trans. Rehab. Eng., vol. 8, no. 2, pp. 186-188, Jun. 2000.
19. W. Besio, R. Aakula, K. Koka, and W. Dai, "Development of a tri-polar concentric ring electrode for acquiring accurate Laplacian body surface potentials," Ann. BME, vol. 34, no. 3, pp. 426-435, 2006.
20. W. D. Penny, S. J. Roberts, E. A. Curran, and M. J. Stokes, "EEG-based communication: A pattern recognition approach," IEEE Trans. Rehab. Eng., vol. 8, no. 2, pp. 214-215, Jun. 2000.
21. P. C. Mahalanobis, "On the generalised distance in statistics," in Proc. Nat. Inst. Sci. India, 1936, pp. 49-55, Ch. 12.
22. F. Cincotti, D. Mattia, C. Babiloni, F. Carducci, L. Bianchi, J. del R Millán, J. Mouriño, S. Salinari, M. G. Marciani, and F. Babiloni, "Classification of EEG mental patterns by using two scalp electrodes and mahalanobis distance-based classifiers," Methods Inf. Med., vol. 41, no. 4, pp. 337-341, 2002.
23. W. Besio, K. Koka, R. Aakula, and W. Dai, "Tri-polar concentric ring electrode development for Laplacian electroencephalography," IEEE Trans. Biomed. Eng., vol. 53, no. 5, pp. 926-933, May 2006.
24. S. Sutton, M. Braren, J. Zublin, and E. John, "Evoked potential correlates of stimulus uncertainty," Science, pp. 1187-1188, 1965.
25. P. E. Roland, B. Larsen, and N. A. Lassen, "Supplementary motor area and other cortical areas in organization of voluntary movements in man," J. Neurophysiol., vol. 43, pp. 118-136, 1980.
26. Y. Wang, B. Hong, X. Gao, and S. Gao, "Design of electrode layout for motor imagery based brain-computer interface," Electron. Lett., vol. 43, no. 10, pp. 557-558, 2007.