Development of the human interface equipment based on surface EMG employing channel selection method

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2006, Pages 6193-6196

  Nagata, Kentaro ^a,b   Ando, Keiichi ^b   Nakano, Shinji ^b   Nakajima, Hideaki ^b   Yamada, Masafumi ^a,c   Magatani, Kazushige ^a,b  

^a IEEE   (Japan)

^b TOKAI UNIVERSITY   (Japan)

^c Kanagawa Rehabilitation Institute   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CHANNEL SELECTION METHODS; FINGER MOVEMENTS; HAND MOTIONS; MEASUREMENT CHANNELS;

BIOMECHANICS; BIOMEDICAL EQUIPMENT; MEDICAL COMPUTING; MUSCLE;

ELECTROMYOGRAPHY;

ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; COMPUTER SIMULATION; ELECTRODE; ELECTROMYOGRAPHY; EQUIPMENT; EQUIPMENT DESIGN; HUMAN; METHODOLOGY; MONTE CARLO METHOD; MOVEMENT (PHYSIOLOGY); MUSCLE CONTRACTION; SIGNAL PROCESSING; THEORETICAL MODEL; TIME;

ALGORITHMS; COMPUTER SIMULATION; ELECTRODES; ELECTROMYOGRAPHY; EQUIPMENT DESIGN; HUMANS; MODELS, THEORETICAL; MONTE CARLO METHOD; MOVEMENT; MUSCLE CONTRACTION; PATTERN RECOGNITION, AUTOMATED; SIGNAL PROCESSING, COMPUTER-ASSISTED; TIME FACTORS;

EID: 34047110822     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2006.260783     Document Type: Conference Paper

References (14)

1. Nagata K, Yamada M and Magatani K "Development of the assist system to operate a computer for the disabled using multichannel surface EMG" in Proc. of the School of Info. Tec. & Elect. TOKAI Univ. series J, vol. 4. pp. 85-90, 2005
2. Fukuda 0, Tsuji T, Kaneko M and Otsuka A "A human-assisting manipulator teleoperated by EMG signals and arm motions" IEEE Trans. Robotics & Automation, vol. 19, pp. 210-222, April 2003.
3. Han-Pang Huang, and Chun-Yen Chen "Development of a Myoelectric Discrimination System for a MultiDegree Prosthetic Hand" in Proc. 1999, Int. Conf. IEEE on Robotics & Automation, Detroit, Michigan May 1999
4. Lowery M.M, Stoykov N.S and Kuiken T.A. "Independence of myoelectric control signals examined using a surface EMG model" IEEE Trans. Biomed. Eng., vol. 50, pp.789-793, June 2003.
5. Ajiboye A.B. and Weir, R.Fff. "A heuristic fuzzy logic approach to EMG pattern recognition for multifunctional prosthesis control" IEEE Trans. Rehabilitation Eng., vol. 13, pp. 280-291, Sept. 2005.
6. Barniv Y., Aguilar M. and Hasanbelliu, E. "Using EMG to anticipate head motion for virtual-environment applications" IEEE Trans. Biomed. Eng., vol. 52, pp. 1078-1093, June 2005.
7. Xiao Hu and Valerity Nenov, "Multivariate AR modeling of electromyography for the classification of upper arm movement" Clinical Neurophysiology 115, 1276-1287,2004
8. Chan F.H.Y., Yong-Sheng Yang, Lam, F.K., Yuan-Ting Zhang and Parker, P.A. "Fuzzy EMG classification for prosthesis control" IEEE Trans. Rehabilitation Eng., vol. 8, pp. 305-311, Sept. 2000.
9. Yonghong Huang, Englehart, K.B., Hudgins B. and Chan, A.D.C. "A Gaussian mixture model based classification scheme for myoelectric control of powered upper limb prostheses" IEEE Trans. Biomed. Eng., vol. 52, pp. 1801-1811, Nov. 2005.
10. Yamada M, Niwa N and Uchiyama A "Evaluation of a Multifunctional Hand Prosthesis System Using EMG Controlled Animation" IEEE Trans. Biomed. Eng. vol.30, no.l 1, pp. 759-763, Nov. 1983
11. A.Maitrot, D.Farina el al "Signal-dependent wavelets for electromyogram classification" Medical & Biological Engineering & Computing, V.43
12. Lal TN, Schroder M, Hinterberger T, Weston J, Bogdan M, Birbaumer N and Scholkopf B "Support vector channel selection in BCI"IEEE Trans. Biomed. Eng., vol. 51, pp. 1003-1010, June 2004.
13. Matsumoto M, Nishimura T: "Mersenne Twister A 623-dimensionally equidistributed uniform pseudorandom number generator". ACM Trans. on Modeling & Computer Simulation. vol.8, no.l, pp.3-30, January 1998.
14. Nagata K, Yamada M and Magatani K "Recognition method for forearm movement based on multichannel EMG using Monte Carlo method for channel selection" in Proc. 12th Int. Conf. ICBME, Suntec Singapore, 2005.