Wrist EMG signals identification using neural network

IECON Proceedings (Industrial Electronics Conference)

Volumn , Issue , 2009, Pages 4286-4290

  Oyama, Tadahiro ^a   Mitsukura, Yasue ^b   Karungaru, Stephen Githinji ^a   Tsuge, Satoru ^a   Fukumi, Minoru ^a  

^a UNIVERSITY OF TOKUSHIMA   (Japan)

^b TOKYO UNIVERSITY OF AGRICULTURE AND TECHNOLOGY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL ARMS; ELECTROMYOGRAM; EMG SIGNAL; POINTING DEVICES; RECOGNITION SYSTEMS; WRIST MOTIONS;

ARTIFICIAL LIMBS; INDUSTRIAL ELECTRONICS;

NEURAL NETWORKS;

EID: 77951574507     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IECON.2009.5415065     Document Type: Conference Paper

References (11)

1. Japanese Automatic Recognition System Society, "Biometrics that Understands from this", Ohm Company, 2001, in Japanese
2. M.F. Kelly, P.A Parker, and R.N. Scott, "The application of neural networks to myoelectric signal analysis: A preliminary study", IEEE Trans. Biomed. Eng., Vol.37, No.3, pp.221-230, 1990 (Pubitemid 20212142)
3. D.Nishikawa, W.Yu, H.Yokoi, Y.Kakazu, "On-Line Learning Method for EMG Prosthetic Hand Controlling", IEICE Trans. D-II, Vol.J82, No.9, pp.1510-1519, 1999, in Japanese
4. O.Fukuda, N.Bu, T.Tsuji, "Control of an Externally Powered Prosthetic Forearm Using Raw-EMG Signals", T.SICE, Vol.40, No.11, pp. 1124-1131, Nov. 2004, in Japanese
5. F.H.Y. Chan, Y.S. Yang, F.K. Lam, Y.T. Zhang, and P.A. Parker, "Fuzzy EMG classification for prosthesis control", IEEE Trans. Rehabil. Eng., Vol.8, No.3, pp.305-311, 2000
6. Y. Huang, K.B. Englehart, B. Hudgins, and A.D.C. Chan, "A Gaussian mixture model based classification scheme for myoelectric control of powered upper limb prostheses", IEEE Trans. Biomed. Eng., Vol.52, No.11, pp.1801-1811, 2005
7. O. Fukuda, J. Arita, T. Tsuji, "An EMG-Controlled Omnidirectional Pointing Device", IEICE Trans. D-II, Vol.J87, No.10, pp. 1996-2003, Oct.2004, in Japanese
8. O. Fukuda, K. Tsujimura, T. Tsuji, A. Otsuka,"Control of a Meal-assistance Manipulator Using EMG Signals", The Japanese journal of medical instrumentation, Vol.74, No.5, 2004, in Japanese
9. T. Oyama, Y. Matsumura, S. G. Karungaru and M. Fukumi, "Feature Generation Method by Geometrical Interpretation of Fisher Linear Discriminant Analysis", IEEJ Trans. on Electronics, Information and Systems, Vol.127, No.6, pp.831-836, 2007
10. Y. Ishioka, "Standard and Application of Stomatognathic Function Analysis", dental Diamond Company, pp.260-273, 1991, in Japanese
11. T. Oyama, Y. Matsumura, S. Karungaru, S. Tsuge, Y. Mitsukura, M. Fukumi, "Discrimination of Wrist EMG Signals using a Statistical Method", Proc. of 2007 RISP International Workshop on Nonlinear Circuits and Signal Processing, pp.393-396, Shanghai, China, March 2007