Wavelet based neuro-fuzzy classification for EMG control

2002 International Conference on Communications, Circuits and Systems and West Sino Exposition, ICCCAS 2002 - Proceedings

Volumn 2, Issue , 2002, Pages 1087-1089

  Zhang, Xiaowen ^a   Yang, Yupu ^a   Xu, Xiaoming ^a   Zhang, Ming ^b  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

^b HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

EMG Classification; Neuro Fuzzy Network; Wavelet Transform

Indexed keywords

DEGREES OF FREEDOM (MECHANICS); FUZZY INFERENCE; FUZZY LOGIC; RECONFIGURABLE HARDWARE; WAVELET ANALYSIS; WAVELET TRANSFORMS;

CLASSIFICATION ERRORS; MOVEMENT RECOGNITION; MULTIPLE DEGREES OF FREEDOM; NEURO FUZZY CLASSIFICATION; NEURO-FUZZY APPROACH; NEURO-FUZZY NETWORK; PROSTHETIC CONTROLS; WAVELET COEFFICIENTS;

BIOMEDICAL SIGNAL PROCESSING;

EID: 84976351355     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCCAS.2002.1178974     Document Type: Conference Paper

References (5)

1. Mallat S., Multiresolution Representation and Wavelets, PhD Thesis, University of Pennsylvania, Philadelphia, PA, 1988.
2. Stefan Pittner, Sagar V. Kamarthi, "Feature Extraction from Wavelet Coefficients for Pattern Recognition Tasks", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 21(1), pp.83-88, 1999.
3. Englehart, K., Signal Representation for Classification of the Transient Myoelectric Signal, Ph.D. Thesis, University of New Brunswick, Fredericton, New Brunswick, 1998.
4. H.Y. Chan, Y. S Yang, F.K. Lam, et al. "Fuzzy EMG classification for Prosthesis Control". IEEE Transactions on Rehabilitation Engineering, Vol. 8(3), 305-311, 2000.
5. Yupu Yang, Xiaoming Xu, Wenyuan Zhang. "Design neural networks based fuzzy logic", Fuzzy Sets and Systems, Vol. 114, pp.325-328, 1998.