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Volumn 6, Issue 4, 2011, Pages 363-374

A comparison of ICA algorithms in surface EMG signal processing

Author keywords

Blind source separation; BSS; ICA; Independent component analysis; MES; Myoelectric signal; sEMG; Source separation; Surface electromyogram

Indexed keywords

BIOMEDICAL SIGNAL PROCESSING; BLIND SOURCE SEPARATION; SILICATE MINERALS; SOURCE SEPARATION;

EID: 79961159685     PISSN: 17526418     EISSN: 17526426     Source Type: Journal    
DOI: 10.1504/IJBET.2011.041774     Document Type: Article
Times cited : (16)

References (30)
  • 2
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • Bell, A. and Sejnowski, T. (1995) 'An information-maximization approach to blind separation and blind deconvolution', Neural Computation, Vol. 7, pp.1129-1159.
    • (1995) Neural Computation , vol.7 , pp. 1129-1159
    • Bell, A.1    Sejnowski, T.2
  • 7
    • 0030272576 scopus 로고    scopus 로고
    • Real-time implementation of electromyogram pattern recognition as a control command of man-machine interface
    • Chang, G.C., Kang, W.J., Luh, J.J., Cheng, C.K., Lai, J.S., Chen, J.J. and Kuo, T.S. (1996) 'Real-time implementation of electromyogram pattern recognition as a control command of man-machine interface', Medical Engineering Physics, Vol. 18, No. 7, pp.529-537.
    • (1996) Medical Engineering Physics , vol.18 , Issue.7 , pp. 529-537
    • Chang, G.C.1    Kang, W.J.2    Luh, J.J.3    Cheng, C.K.4    Lai, J.S.5    Chen, J.J.6    Kuo, T.S.7
  • 9
    • 0028416938 scopus 로고
    • Independent component analysis, a new concept?
    • Comon, P. (1994) 'Independent component analysis, a new concept?', Signal Processing, Vol. 36, pp.287-314.
    • (1994) Signal Processing , vol.36 , pp. 287-314
    • Comon, P.1
  • 10
    • 0027165327 scopus 로고
    • Surface electromyogram during voluntary contraction: Processing tools and relation to physiological events
    • Duchene, J. and Goubel, F. (1993) 'Surface electromyogram during voluntary contraction: processing tools and relation to physiological events',Critical Review of Biomedical Engineering, Vol. 21, pp.383-397.
    • (1993) Critical Review of Biomedical Engineering , vol.21 , pp. 383-397
    • Duchene, J.1    Goubel, F.2
  • 11
    • 0035088706 scopus 로고    scopus 로고
    • A wavelet-based continuous classification scheme for multifunction myoelectric control
    • DOI 10.1109/10.914793, PII S0018929401015701
    • Englehart, K., Hudgin, B. and Parker, P.A. (2001) 'A wevelet-based continuous classification scheme for multifunction myoelectric control', IEEE Transactions on Biomedical Engineering, Vol. 48, No. 3, pp.302-311. (Pubitemid 32249578)
    • (2001) IEEE Transactions on Biomedical Engineering , vol.48 , Issue.3 , pp. 302-311
    • Englehart, K.1    Hudgins, B.2    Parker, P.A.3
  • 12
    • 0141684901 scopus 로고    scopus 로고
    • Wavelet classification technique for ICA filtered SEMG experimental data
    • Greco, A., Costantino, D., Morabito, F.C. and Versaci, M.A. (2003) 'Wavelet classification technique for ICA filtered SEMG experimental data', Neural Networks, Vol. 1, pp.166-171.
    • (2003) Neural Networks , vol.1 , pp. 166-171
    • Greco, A.1    Costantino, D.2    Morabito, F.C.3    Versaci, M.A.4
  • 14
    • 0024000563 scopus 로고    scopus 로고
    • The electromyogram (EMG) as a control signal for functional neuromuscular stimulation, part I: Autoregressive modeling as a mean of EMG signature discrimination
    • Hefftner, G. and Jaros, G. (1998) 'The electromyogram (EMG) as a control signal for functional neuromuscular stimulation, part I: Autoregressive modeling as a mean of EMG signature discrimination', IEEE Transaction on Biomedical Engineering, Vol. 35, No. 6, pp.228-235.
    • (1998) IEEE Transaction on Biomedical Engineering , vol.35 , Issue.6 , pp. 228-235
    • Hefftner, G.1    Jaros, G.2
  • 15
    • 0027135489 scopus 로고
    • A new strategy for multifunction myoelectric control
    • DOI 10.1109/10.204774
    • Hudgins, B., Parker, P. and Scott, R.N. (1993) 'New strategy for multi-function myoelectric control', IEEE Transactions on Biomedical Engineering, Vol. 40, No. 1, pp.82-94. (Pubitemid 24060692)
    • (1993) IEEE Transactions on Biomedical Engineering , vol.40 , Issue.1 , pp. 82-94
    • Hudgins, B.1    Parker, P.2    Scott, R.N.3
  • 16
    • 0032629347 scopus 로고    scopus 로고
    • A fast and robust fixed-point algorithm for independent component analysis
    • Hyvarinen, A. (1999) 'A fast and robust fixed-point algorithm for independent component analysis', IEEE Transaction on Neural Networks, Vol. 10, No. 3, pp.626-634.
    • (1999) IEEE Transaction on Neural Networks , vol.10 , Issue.3 , pp. 626-634
    • Hyvarinen, A.1
  • 18
    • 18744404816 scopus 로고    scopus 로고
    • Independent component analysis for biomedical signals
    • James, C.J. and Hesse, C.W. (2005) 'Independent component analysis for biomedical signals', Journal of Physiological Measurement, Vol. 26, pp.15-39.
    • (2005) Journal of Physiological Measurement , vol.26 , pp. 15-39
    • James, C.J.1    Hesse, C.W.2
  • 20
    • 33748148249 scopus 로고    scopus 로고
    • Time-frequency analysis of myoelectric signals during dynamic contractions: A comparative study
    • DOI 10.1109/10.821766, PII S0018929400008867
    • Karlsson, S., Yu, J. and Akay, M. (2000) 'Time-frequency analysis of myoelectric signals during dynamic contractions: a comparative study', IEEE Transaction on Biomedical Engineering, Vol. 2, pp.228-238. (Pubitemid 30091550)
    • (2000) IEEE Transactions on Biomedical Engineering , vol.47 , Issue.2 , pp. 228-238
    • Karlsson, S.1    Yu, J.2    Akay, M.3
  • 21
    • 0034133184 scopus 로고    scopus 로고
    • Learning overcomplete representations
    • Lewicki, M.S. and Sejnowski, T.J. (2000) 'Learning overcomplete representations', Neural Computation, Vol. 12, pp.337-365.
    • (2000) Neural Computation , vol.12 , pp. 337-365
    • Lewicki, M.S.1    Sejnowski, T.J.2
  • 24
    • 37249058368 scopus 로고    scopus 로고
    • Real-time classification of forearm electromyographic signals corresponding to user-selected intentional movements for multifunction prosthesis control
    • DOI 10.1109/TNSRE.2007.908376
    • Momen, K., Krishnan, S. and Chau, T. (2007) 'Real time classification of forearm electrmyographic signals corresponding to user-selected intentional movements for multifunction prosthesis control', IEEE Transaction on Neural Systems and Rehabilitation Engineering, Vol. 15, No. 4, pp.535-542. (Pubitemid 350274175)
    • (2007) IEEE Transactions on Neural Systems and Rehabilitation Engineering , vol.15 , Issue.4 , pp. 535-542
    • Momen, K.1    Krishnan, S.2    Chau, T.3
  • 27
    • 0035169622 scopus 로고    scopus 로고
    • GestureWrist and GesturePad: Unobtrusive wearable interaction devices
    • Rekimoto, J. (2001) 'Gesture wrist and gesturepad: unobtrusive wearable interaction devices', Proceedings of the 5th IEEE International Symposium on Wearable Computers, 8-9 October, Zurich, Switzerland, pp.21-27. (Pubitemid 33075419)
    • (2001) International Symposium on Wearable Computers, Digest of Papers , pp. 21-27
    • Rekimoto, J.1
  • 29
    • 0002845302 scopus 로고    scopus 로고
    • TDSEP - An efficient algorithm for blind separation using time structure
    • Ziehe, A. and Müller, K.R. (1998) 'TDSEP - an efficient algorithm for blind separation using time structure', ICANN'98, pp.675-680.
    • (1998) ICANN'98 , pp. 675-680
    • Ziehe, A.1    Müller, K.R.2
  • 30
    • 0033982156 scopus 로고    scopus 로고
    • Artifact reduction in magnetoneurography based on time-delayed second- order correlations
    • DOI 10.1109/10.817622, PII S0018929400002457
    • Ziehe, A., Muller, K.R., Nolte, G., Mackert, B.M. and Curio, G. (2000) 'Artifact reduction in magnetoneurography based on time-delayed second order correlations', IEEE Transaction on Biomedical Engineering, Vol. 41, pp.75-87. (Pubitemid 30044003)
    • (2000) IEEE Transactions on Biomedical Engineering , vol.47 , Issue.1 , pp. 75-87
    • Ziehe, A.1    Muller, K.-R.2    Nolte, G.3    Mackert, B.-M.4    Curio, G.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.