메뉴 건너뛰기




Volumn 22, Issue 4, 2014, Pages 745-755

Correlation analysis of electromyogram signals for multiuser myoelectric interfaces

Author keywords

Electromyogram (EMG); feature extraction; multiuser interface; myoelectric interface

Indexed keywords

ARTIFICIAL LIMBS; CALIBRATION; FEATURE EXTRACTION; METADATA;

EID: 84904290997     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSRE.2014.2304470     Document Type: Article
Times cited : (105)

References (39)
  • 1
    • 0027135489 scopus 로고
    • A new strategy for multifunction myoelectric control
    • DOI 10.1109/10.204774
    • B. Hudgins, P. Parker, and R. N. Scott, "A new strategy for multifunction myoelectric control," IEEE Trans. Biomed. Eng., vol. 40, no. 1, pp. 82-94, Jan. 1993. (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
  • 2
    • 0042664129 scopus 로고    scopus 로고
    • A robust, real-time control scheme formultifunctionmyoelectric control
    • Jul.
    • K. Englehart K and B. Hudgins, "A robust, real-time control scheme formultifunctionmyoelectric control," IEEE Trans. Biomed. Eng., vol. 50, no. 7, pp. 848-854, Jul. 2003.
    • (2003) IEEE Trans. Biomed. Eng. , vol.50 , Issue.7 , pp. 848-854
    • Englehart, K.K.1    Hudgins, B.2
  • 3
    • 14844282710 scopus 로고    scopus 로고
    • Electromyography physiology, engineering, and noninvasive applications
    • Hoboken, NJ, USA: Wiley
    • R. Merletti and P. A. Parker, "Electromyography physiology, engineering, and noninvasive applications," in IEEE Press Series in Biomedical Engineering. Hoboken, NJ, USA: Wiley, 2004.
    • (2004) IEEE Press Series in Biomedical Engineering
    • Merletti, R.1    Parker, P.A.2
  • 4
    • 33947515196 scopus 로고    scopus 로고
    • Myoelectric signal classification for phoneme-based speech recognition
    • DOI 10.1109/TBME.2006.889175, 14
    • E. J. Scheme, B. Hudgins, and P. A. Parker, "Myoelectric signal classification for phoneme-based speech recognition," IEEE Trans. Biomed. Eng., vol. 54, no. 4, pp. 694-699, Apr. 2007. (Pubitemid 46469941)
    • (2007) IEEE Transactions on Biomedical Engineering , vol.54 , Issue.4 , pp. 694-699
    • Scheme, E.J.1    Hudgins, B.2    Parker, P.A.3
  • 6
    • 0020061555 scopus 로고
    • Multifunctional prosthesis and orthosis control via microcomputer identification of temporal pattern differences in single-site myoelectric signals
    • D. Graupe, J. Salahi, and K. H. Kohn, "Multifunctional prosthesis and orthosis control via microcomputer identification of temporal pattern differences in single-site myoelectric signals," J. Biomed. Eng., vol. 4, no. 1, pp. 17-22, 1982. (Pubitemid 12212303)
    • (1982) Journal of Biomedical Engineering , vol.4 , Issue.1 , pp. 17-22
    • Graupe, D.1    Salahi, J.2    Kohn, K.H.3
  • 7
    • 78650701410 scopus 로고    scopus 로고
    • Feature extraction of forearm EMG signals for prosthetics
    • J. Rafiee, M. A. Rafiee, F. Yavari, and M. P. Schoen, "Feature extraction of forearm EMG signals for prosthetics," Expert Systems With Applicat., vol. 38, no. 4, pp. 4058-4067, 2011.
    • (2011) Expert Systems with Applicat. , vol.38 , Issue.4 , pp. 4058-4067
    • Rafiee, J.1    Rafiee, M.A.2    Yavari, F.3    Schoen, M.P.4
  • 8
    • 84857653669 scopus 로고    scopus 로고
    • Feature reduction and selection for EMG signal classification
    • A. Phinyomark, P. Phukpattaranont, and C. Limsakul, "Feature reduction and selection for EMG signal classification," Expert Systems With Applicat., vol. 39, no. 8, pp. 7420-7431, 2012.
    • (2012) Expert Systems with Applicat. , vol.39 , Issue.8 , pp. 7420-7431
    • Phinyomark, A.1    Phukpattaranont, P.2    Limsakul, C.3
  • 9
    • 77952562740 scopus 로고    scopus 로고
    • Orthogonal fuzzy neighborhood discriminant analysis for multifunction myoelectric hand control
    • Jun.
    • R. N. Khushaba, A. Al-Ani, and A. Al-Jumaily, "Orthogonal fuzzy neighborhood discriminant analysis for multifunction myoelectric hand control," IEEE Trans. Biomed. Eng., vol. 57, no. 6, pp. 1410-1419, Jun. 2010.
    • (2010) IEEE Trans. Biomed. Eng. , vol.57 , Issue.6 , pp. 1410-1419
    • Khushaba, R.N.1    Al-Ani, A.2    Al-Jumaily, A.3
  • 10
    • 35348946436 scopus 로고    scopus 로고
    • Myoelectric control systems-A survey
    • DOI 10.1016/j.bspc.2007.07.009, PII S1746809407000547
    • M. Oskoei, "Myoelectric control systems-A survey," Biomed. Signal Processing Contr., vol. 2, pp. 275-294, 2007. (Pubitemid 47610329)
    • (2007) Biomedical Signal Processing and Control , vol.2 , Issue.4 , pp. 275-294
    • Asghari Oskoei, M.1    Hu, H.2
  • 11
    • 79960791840 scopus 로고    scopus 로고
    • Electromyogram pattern recognition for control of powered upper-limb prostheses: State of the art and challenges for clinical use
    • E. Scheme and K. Englehart, "Electromyogram pattern recognition for control of powered upper-limb prostheses: State of the art and challenges for clinical use," J. Rehabilitation Res. Devel., vol. 48, no. 6, pp. 643-660, 2011.
    • (2011) J. Rehabilitation Res. Devel. , vol.48 , Issue.6 , pp. 643-660
    • Scheme, E.1    Englehart, K.2
  • 12
    • 85032751739 scopus 로고    scopus 로고
    • Myoelectric control of artificial limbs-Is there a need to change focus?
    • N. Jiang, S. Dosen, K. R. Muller, and D. Farina, "Myoelectric control of artificial limbs-Is there a need to change focus?," IEEE Signal Processing Mag., vol. 29, no. 5, pp. 148-152, 2012.
    • (2012) IEEE Signal Processing Mag. , vol.29 , Issue.5 , pp. 148-152
    • Jiang, N.1    Dosen, S.2    Muller, K.R.3    Farina, D.4
  • 13
    • 84892616191 scopus 로고    scopus 로고
    • Motion normalized proportional control for improved pattern recognition based myoelectric control
    • Mar., 10.1109/TNSRE.2013.2247421
    • E. Scheme, B. Lock, L. Hargrove, W. Hill, U. Kuruganti, and K. Englehart, "Motion normalized proportional control for improved pattern recognition based myoelectric control," IEEE Trans. Neural Syst. Rehab. Eng., Mar. 2013, 10.1109/TNSRE.2013.2247421.
    • (2013) IEEE Trans. Neural Syst. Rehab. Eng.
    • Scheme, E.1    Lock, B.2    Hargrove, L.3    Hill, W.4    Kuruganti, U.5    Englehart, K.6
  • 14
    • 84888090453 scopus 로고    scopus 로고
    • Surface versus untargeted intramuscular EMG based classification of simultaneous and dynamically changing movements
    • Mar., 10.1109/TNSRE.2013.2248750
    • E. N. Kamavuako, J. C. Rosenvang, R. Horup, W. Jensen, D. Farinal, and K. B. Englehart, "Surface versus untargeted intramuscular EMG based classification of simultaneous and dynamically changing movements," IEEE Trans. Neural Syst. Rehab. Eng., Mar. 2013, 10.1109/TNSRE.2013.2248750.
    • (2013) IEEE Trans. Neural Syst. Rehab. Eng.
    • Kamavuako, E.N.1    Rosenvang, J.C.2    Horup, R.3    Jensen, W.4    Farinal, D.5    Englehart, K.B.6
  • 15
    • 48349122976 scopus 로고    scopus 로고
    • Adaptable EMG prosthetic hand using on-line learning method-investigation of mutual adaptation between human and adaptable machine
    • Hatfield, U.K., Sep. 6-8
    • R. Kato, T. Fujita, H. Yokoi, and T. Arai, "Adaptable EMG prosthetic hand using on-line learning method-Investigation of mutual adaptation between human and adaptable machine," in Proc. IEEE Int. Symp. Robot and Human Interactive Communication (RO-MAN06), Hatfield, U.K., 2006, pp. 599-604, Sep. 6-8.
    • (2006) Proc. IEEE Int. Symp. Robot and Human Interactive Communication (RO-MAN06) , pp. 599-604
    • Kato, R.1    Fujita, T.2    Yokoi, H.3    Arai, T.4
  • 18
    • 41149111431 scopus 로고    scopus 로고
    • A training strategy to reduce classification degradation due to electrode displacements in pattern recognition based myoelectric control
    • L. Hargrove, K. Englehart, and B. Hudgins, "A training strategy to reduce classification degradation due to electrode displacements in pattern recognition based myoelectric control," Biomed. Signal Process. Contr., vol. 3, no. 2, pp. 175-180, 2008.
    • (2008) Biomed. Signal Process. Contr. , vol.3 , Issue.2 , pp. 175-180
    • Hargrove, L.1    Englehart, K.2    Hudgins, B.3
  • 19
    • 84860746590 scopus 로고    scopus 로고
    • Learning and adaptation of a stylistic myoelectric interface: EMG-based robotic control with individual user differences
    • Phuket, Thailand
    • T. Matsubara, S. H. Hyon, and J. Morimoto, "Learning and adaptation of a stylistic myoelectric interface: EMG-based robotic control with individual user differences," in Proc. IEEE Int. Conf. Robotics Biomimetics Dec. 7-11, Phuket, Thailand, 2011, pp. 390-395.
    • (2011) Proc. IEEE Int. Conf. Robotics Biomimetics Dec. 7-11 , pp. 390-395
    • Matsubara, T.1    Hyon, S.H.2    Morimoto, J.3
  • 20
    • 30344465727 scopus 로고    scopus 로고
    • Myoelectric control of a computer animated hand: A new concept based on the combined use of a tree-structured artificial neural network and a data glove
    • DOI 10.1080/03091900512331332546
    • F. Sebelius, L. Eriksson, C. Balkenius, and T. Laurell, "Myoelectric control of a computer animated hand: A new concept based on the combined use of a tree-structured artificial neural network and a data glove," J. Med. Eng. Technol., vol. 30, no. 1, pp. 2-10, 2006. (Pubitemid 43062213)
    • (2006) Journal of Medical Engineering and Technology , vol.30 , Issue.1 , pp. 2-10
    • Sebelius, F.1    Eriksson, L.2    Balkenius, C.3    Laurell, T.4
  • 22
    • 79952182926 scopus 로고    scopus 로고
    • Simultaneous and proportional force estimation for multifunction myoelectric prostheses using mirrored bilateral training
    • Mar.
    • J. L. G. Nielsen, S. Holmgaard, N. Jiang, K. B. Englehart, D. Farina, and P. A. Parker, "Simultaneous and proportional force estimation for multifunction myoelectric prostheses using mirrored bilateral training," IEEE Trans. Biomed. Eng., vol. 58, no. 3, pp. 681-688, Mar. 2011.
    • (2011) IEEE Trans. Biomed. Eng. , vol.58 , Issue.3 , pp. 681-688
    • Nielsen, J.L.G.1    Holmgaard, S.2    Jiang, N.3    Englehart, K.B.4    Farina, D.5    Parker, P.A.6
  • 23
    • 84873449828 scopus 로고    scopus 로고
    • Improving control of dexterous hand prostheses using adaptive learning
    • Jan.
    • T. Tommasi, F. Orabona, C. Castellini, and B. Caputo, "Improving control of dexterous hand prostheses using adaptive learning," IEEE Trans. Robot., vol. 29, no. 1, pp. 207-219, Jan. 2013.
    • (2013) IEEE Trans. Robot. , vol.29 , Issue.1 , pp. 207-219
    • Tommasi, T.1    Orabona, F.2    Castellini, C.3    Caputo, B.4
  • 27
    • 84880862144 scopus 로고    scopus 로고
    • Bilinear modeling of EMG signals to extract user-independent features for multi-user myoelectric interface
    • 10.1109/TBME.2013.2250502, to be published
    • T. Matsubara and J. Morimoto, "Bilinear modeling of EMG signals to extract user-independent features for multi-user myoelectric interface," IEEE Trans. Biomed. Eng., 10.1109/TBME.2013.2250502, to be published.
    • IEEE Trans. Biomed. Eng.
    • Matsubara, T.1    Morimoto, J.2
  • 28
    • 0000107975 scopus 로고
    • Relations between two sets of variables
    • H. Hotelling, "Relations between two sets of variables," Biometrika, vol. 28, pp. 312-377, 1936.
    • (1936) Biometrika , vol.28 , pp. 312-377
    • Hotelling, H.1
  • 29
    • 84966204312 scopus 로고
    • Numerical methods for computing angles between linear subspaces
    • A. Bjorck and G. H. Golub, "Numerical methods for computing angles between linear subspaces," Math. Computation, vol. 27, pp. 579-594, 1973.
    • (1973) Math. Computation , vol.27 , pp. 579-594
    • Bjorck, A.1    Golub, G.H.2
  • 30
    • 84899021874 scopus 로고    scopus 로고
    • Graph-driven feature extraction from microarray data using diffusion kernels and kernel CCA
    • J. P. Vert and M. Kanehisa, "Graph-driven feature extraction from microarray data using diffusion kernels and kernel CCA," in Proc. Neural Information Processing (NIPS) Conf., 2003, pp. 1425-1432.
    • (2003) Proc. Neural Information Processing (NIPS) Conf. , pp. 1425-1432
    • Vert, J.P.1    Kanehisa, M.2
  • 31
    • 10044285992 scopus 로고    scopus 로고
    • Canonical correlation analysis: An overview with application to learning methods
    • DOI 10.1162/0899766042321814
    • D. R. Hardoon, S. Szedmak, and J. Shawe-Taylor, "Canonical correlation analysis; An overview with application to learning methods," Neural Computation, vol. 16, no. 12, pp. 2639-2664, 2004. (Pubitemid 39604012)
    • (2004) Neural Computation , vol.16 , Issue.12 , pp. 2639-2664
    • Hardoon, D.R.1    Szedmak, S.2    Shawe-Taylor, J.3
  • 32
    • 78649325096 scopus 로고    scopus 로고
    • Canonical correlation analysis for multi-label classification: A least squares formulation, extensions and analysis
    • Jan.
    • L. Sun, S. Ji, and J. Ye, "Canonical Correlation Analysis for Multi-Label Classification: A Least Squares Formulation, Extensions and Analysis," IEEE Trans. Pattern Anal. Machine Intell., vol. 33, no. 1, pp. 194-200, Jan. 2011.
    • (2011) IEEE Trans. Pattern Anal. Machine Intell. , vol.33 , Issue.1 , pp. 194-200
    • Sun, L.1    Ji, S.2    Ye, J.3
  • 33
    • 84860257221 scopus 로고    scopus 로고
    • A least-squares framework for component analysis
    • Nov.
    • F. De la Torre, "A least-squares framework for component analysis," IEEE Trans. Pattern Anal. Machine Intell., vol. 34, no. 6, pp. 1041-1055, Nov. 2012.
    • (2012) IEEE Trans. Pattern Anal. Machine Intell. , vol.34 , Issue.6 , pp. 1041-1055
    • De La-Torre, F.1
  • 35
    • 73649090010 scopus 로고    scopus 로고
    • Multi-subject/dailylife activity EMG-based control of mechanical hands
    • C. Castellini, A. E. Fiorillal, and G. Sandini, "Multi-subject/ dailylife activity EMG-based control of mechanical hands," J. NeuroEngineering Rehab., vol. 6, no. 1, pp. 41(1)-41(11), 2009.
    • (2009) J. NeuroEngineering Rehab. , vol.6 , Issue.1 , pp. 1-11
    • Castellini, C.1    Fiorillal, A.E.2    Sandini, G.3
  • 36
    • 84885225359 scopus 로고    scopus 로고
    • Classification of finger movements for the dexterous hand prosthesis control with surface electromyography
    • A. H. Al-Timemy, G. Bugmann, J. Escudero, and N. Outram, "Classification of finger movements for the dexterous hand prosthesis control with surface electromyography," IEEE J. Biomed. Health Informatics, vol. 17, no. 3, pp. 608-618, 2013.
    • (2013) IEEE J. Biomed. Health Informatics , vol.17 , Issue.3 , pp. 608-618
    • Al-Timemy, A.H.1    Bugmann, G.2    Escudero, J.3    Outram, N.4
  • 38
    • 84857543944 scopus 로고    scopus 로고
    • Improving myoelectric pattern recognition robustness to electrode shift by changing interelectrode distance and electrode configuration
    • Mar.
    • A. J. Young, L. J. Hargrove, and T. A. Kuiken, "Improving myoelectric pattern recognition robustness to electrode shift by changing interelectrode distance and electrode configuration," IEEE Trans. Biomed. Eng., vol. 59, no. 3, pp. 645-652, Mar. 2012.
    • (2012) IEEE Trans. Biomed. Eng. , vol.59 , Issue.3 , pp. 645-652
    • Young, A.J.1    Hargrove, L.J.2    Kuiken, T.A.3
  • 39
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • C. C. Chang and C. J. Lin, "LIBSVM: A library for support vector machines," ACM Trans. Intell. Syst. Technol., vol. 2, no. 3, pp. 27:1-27:27, 2011.
    • (2011) ACM Trans. Intell. Syst. Technol. , vol.2 , Issue.3 , pp. 1-27
    • Chang, C.C.1    Lin, C.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.