A survey on EMD sensitivity to SNR for EEG feature extraction in BCI application

2010 5th Cairo International Biomedical Engineering Conference, CIBEC 2010

Volumn , Issue , 2010, Pages 175-179

  Arasteh, Abdollah ^a   Janghorbani, Amin ^a   Moradi, Mohammad Hassan ^a  

^a AMIRKABIR UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGICAL SIGNALS; COMPUTER INTERFACES; EMPIRICAL MODE DECOMPOSITION; ORIGINAL SIGNAL;

BIOMEDICAL ENGINEERING; FEATURE EXTRACTION; INTERFACES (COMPUTER); SIGNAL DETECTION; SIGNAL TO NOISE RATIO;

BRAIN COMPUTER INTERFACE;

EID: 79952562116     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIBEC.2010.5716061     Document Type: Conference Paper

References (15)

1. C.J. Stam, "Nonlinear dynamical analysis of EEG and MEG: Review of an emerging field", Clinical Neurophysiology, vol. 116, pp. 2266-2301, 2005 (Pubitemid 41268636)
2. S.N. Sarbadhikari, K. Chakrabarty, "Chaos in the brain: a short review alluding to epilepsy, depression, exercise and lateralization", Medical Engineering & Physics, vol. 23, pp. 445-455, 2001 (Pubitemid 32916153)
3. Wang Xingyuan, Luo Chao, "Researches on chaos phenomenon of EEG dynamics model", Applied Mathematics and Computation, vol. 183, pp. 30-41, 2006
4. Wang Xingyuan, Luo Chao, Meng Juan, "Nonlinear dynamic research on EEG signals in HA1 experiment", Applied Mathematics and Computation, vol. 207, pp. 63-74, 2009
5. L.A. Farwell, E. Donchin, "Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials", Electroencephalography and clinical Neurophysiology, vol. 70, No. 6, pp. 510-523, 1988
6. N. Xu, X. Gao, B. Hong, X. Miao, S. Gao, F. Yang, "BC1 Competition 2003-Data Set 11-b: Enhancing P300 Wave Detection Using ICA-Based Subspace Projections for BC1 Applications", IEEE Trans. On Biomedical Engineering, vol. 51, No. 6, pp. 1067-1072, 2004 (Pubitemid 38661464)
7. B. H. Jansen, A. Allam, P. Kota, K. Lachance, A. Osho, K. Sundaresan, "An Exploratory Study of Factors Affecting Single Trial P300 Detection", IEEE Trans. On Biomedical Engineering, vol. 51, No. 6, pp. 975-978, 2004 (Pubitemid 38661451)
8. V. Bostanov, "BC1 Competition 2003-Data Sets lb and IIb: Feature Extraction From Event-Related Brain Potentials With the Continuous Wavelet Transform and the t-Value Scalogram", IEEE Trans. On Biomedical Engineering, vol. 51, No. 6, pp. 1057-1061, 2004 (Pubitemid 38661462)
9. th EMBS Annual International Conference, New York City, USA, Aug 30-Sept 3, 2006
10. M. B. Velasco, B. Weng, K. E. Barner, "ECG signal denoising and baseline wander correction based on the empirical mode decomposition", Computers in Biology and Medicine, vol. 38, pp. 1-13, 2008 (Pubitemid 350250782)
11. N. Chatlani, J. J. Soraghan, "Adaptive Empirical Mode Decomposition for Signal Enhancement with Application to Speech", 15th International Conference on Systems, Signals and Image Processing, Bratislava, Slovak Republic, 25-28 June, 2008
12. T. Y. Sun, C. C. Liu, J. H. Jheng, T. Y. Tsai, "An Efficient Noise Reduction Algorithm Using Empirical Mode Decomposition and Correlation Measurement", International Symposium on Intelligent Signal Processing and Communication Systems, Bangkok, Thailand, 2008
13. J. T. Tang, X. L. Yang, J. C. Xu, Y. Tang, Q. Zou, X. K. Zhang, "The Algorithm of R Peak Detection in ECG Based on Empirical Mode Decomposition", The 4th International Conference on Natural Computation, Jinan, China, 25-27 August, 2008
14. Huang Norden E. and Others, "The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis", Proc. R. Soc. Lond. A, 1998
15. B. Blankertz, BC1 Competition III Webpage, Available: http://ida.first.fraunhofer.de/projects/bci/competition-iii/