EEG signal recognition method based on wavelet packet transform and clustering analysis

Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument

Volumn 30, Issue 1, 2009, Pages 25-28

  Xu, Baoguo ^a   Song, Aiguo ^a  

^a SOUTHEAST UNIVERSITY   (China)

Author keywords

Brain computer interface (BCI); Clustering analysis; Wavelet packet transform

Indexed keywords

COMPUTATIONAL METHODS; ELECTROENCEPHALOGRAPHY; FEATURE EXTRACTION; FREQUENCY BANDS; MOTORS; OPTICAL SENSORS; PACKET NETWORKS; SIGNAL PROCESSING;

BRAIN-COMPUTER INTERFACE (BCI); CLUSTERING ANALYSIS; DISCRIMINATE ANALYSIS; EEG SIGNALS; EIGEN VECTORS; EVENT-RELATED DESYNCHRONIZATION; EVENT-RELATED SYNCHRONIZATIONS; MAHALANOBIS DISTANCES; MOTOR IMAGERIES; MOTOR IMAGERY EEG; RECOGNITION RATES; WAVELET PACKET TRANSFORM; WAVELET PACKETS;

INTERFACES (COMPUTER);

EID: 63749106387     PISSN: 02543087     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. Virts J. The third international meeting on brain-computer interface technology: making a difference[J]. IEEE Trans Neural Syst. Rehabil. Eng, 2006, 14(2): 126-127.
2. Vaughan T M. Brain-computer interface technology: A review of the second international meeting[J]. IEEE Trans Neural Syst. Rehabil. Eng, 2003, 11(2): 94-109.
3. Wolpaw J R, Birbaumer N, Heetderks W, et al. Brain-computer interface technology: A review of the first international meeting[J]. IEEE Trans. Rehabil. Eng, 2000, 8(2): 164-173.
4. Wolpaw J R, Birbaumer N, Mcfarland, et al. Brain-computer interface for communication and control[J]. Clinical Neurophysiology, 2002, 113(6): 767-791.
5. Blankertz B, Muller K R, et al. The BCI competition III: validating alternative approaches to actual problems[J]. IEEE Trans Neural Syst. Rehabil. Eng, 2006, 14(2): 153-159.
6. Blankertz B, Muller K R, Curio G, et al. BCI competition 2003-progress and perspectives in detection and discrimination of EEG single trials[J]. IEEE Trans. Biomed. Eng, 2004, 51(6): 1044-1051.
7. Pfurstcheller G L, Da Silva F H. Event-related EEG/MEG synchronization and desynchronizaiton: Basic principles[J]. Clinical Neurophysiology, 1999, 110(11): 1842-1857.
8. Pfurstcheller G, Neuper C. Motor imagery and direct brain-computer communication[J]. Proc IEEE, 2001, 89(7): 1123-1134.
9. Yang B H, Yana G Zh, Yan R G, et al. Adaptive subject-based feature extraction in brain-computer interfaces using wavelet packet best basis decomposition[J]. Medical Engineering & Physics, 2007, 29(1): 48-53.
10. Wolpaw J R, Loeb G E, Allison B Z, et al. BCI meeting 2005-worksho pon BCI signal processing: Feature extraction and translation[J]. IEEE Trans. Neural Syst. Rehabil. Eng, 2006, 14(2): 135-138.