Decomposition of Surface Electrode-Array Electromyogram of Biceps Brachii Muscle in Voluntary Isometric Contraction

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

Volumn 3, Issue , 2003, Pages 2483-2486

  García, Gonzalo A ^a   Akazawa, Kenzo ^a   Okuno, Ryuhei ^a  

^a OSAKA UNIVERSITY   (Japan)

Author keywords

ICA; Surface EMG; Template matching

Indexed keywords

ALGORITHMS; BRAIN; DISEASES; ELECTRIC IMPEDANCE; ELECTRODES; ELECTROMYOGRAPHY; INDEPENDENT COMPONENT ANALYSIS; MUSCLE; PATTERN MATCHING; PERSONAL COMPUTERS; SIGNAL FILTERING AND PREDICTION;

SURFACE-EMG; TEMPLATE MATCHING;

NEUROPHYSIOLOGY;

EID: 1542360792     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. World Federation of Neurology Research Group on Neuromuscular Diseases, "El Escorial World Federation of Neurology criteria for the diagnosis of amyotrophic lateral sclerosis," J. Neurological Sciences, vol. 124 (Suppl.), pp. 96- 107, 1994.
2. Z. Xu, S. Xiao, and Z. Chi, "ART2 neural network for surface EMG decomposition," Neural Computing & Applications, vol. 10, pp. 29-38, 2001.
3. T-Y Sun, T-S Lin, and J-J Chen, "Multielectrode surface EMG for noninvasive estimation of motor unit size," Muscle & Nerve, vol. 22, pp. 1063-1070, 1999.
4. A. Hyv̈arinen and E. Oja, "Independent component analysis: algorithms and applications," Neural Networks, vol. 13, pp. 411- 430, 2000.
5. nd Annual International Conference of the IEEE EMBS, Chicago, 23-28 July 2000.
6. J. F. Cardoso and A. Souloumiac, "Blind beamforming for non- Gaussian signals", IEE Proceedings-F, vol. 140, no. 6, Dec-1993.
7. th Int. Sym. on ICA and BSS (ICA2003), Nara, Japan, April 1-4, 2003, pp. 191-196.
8. D. F. Stegeman, J. H. Blok, H. J. Hermens, and K. Roeleveld, "Surface EMG models: properties and applications," J. Electromyogr. Kinesiol, vol. 10, pp. 313-326, 2000.
9. H. P. Clamann, "Activity of single motor units during isometric tension," Neurology, vol. 9, pp. 254, 260, 1970.
10. H. S. Milner-Brown and R. B. Stein, "The orderly recruitment of human motor units during voluntary isometric contractions," J. Physiol. (Lond.), 230, pp. 359-370, 1973
11. K. Kanosue, M. Yoshida, K. Akazawa and K. Fujii, "The number of active motor units and their firing rates in voluntary contraction of human brachialis muscle," Japanese Journal of Physiology, no.29, pp. 427-443, 1979.
12. C. J. De Luca, "Physiology and mathematics of myoelectric signals," IEEE Transactions on Biomedical Engineering, vol. 26(6), pp. 313-325, 1979.