메뉴 건너뛰기




Volumn 21, Issue 6, 2013, Pages 992-998

Surface versus untargeted intramuscular EMG based classification of simultaneous and dynamically changing movements

Author keywords

Classifiers; dynamic movement; intramuscular electromyography (EMG); pattern recognition; simultaneous movement

Indexed keywords

CHRONIC IMPLANTATION; CLINICAL SETTINGS; DYNAMIC MOVEMENTS; IMPLANTABLE ELECTRODES; INTRAMUSCULAR EMG; MYOELECTRIC CONTROL; SIMULTANEOUS MOVEMENT; STEADY STATE DATA;

EID: 84888090453     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSRE.2013.2248750     Document Type: Article
Times cited : (40)

References (32)
  • 1
    • 0020981199 scopus 로고    scopus 로고
    • Bioelectric control of powered limbs for amputees
    • R. B. Stein, D. Charles, andM.Walley, "Bioelectric control of powered limbs for amputees," Adv. Neurol., vol. 39, pp. 1093-1098.
    • Adv. Neurol. , vol.39 , pp. 1093-1098
    • Stein, R.B.1    Charles, D.2    Walley, M.3
  • 2
    • 0022528125 scopus 로고
    • Myoelectric control of prostheses
    • P. A. Parker and R. N. Scott, "Myoelectric control of prostheses," Crit. Rev. Biomed. Eng., vol. 13, no. 4, pp. 283-310, 1986.
    • (1986) Crit. Rev. Biomed. Eng. , vol.13 , Issue.4 , pp. 283-310
    • Parker, P.A.1    Scott, R.N.2
  • 3
    • 33750515036 scopus 로고    scopus 로고
    • Myoelectric signal processing for control of powered limb prostheses
    • DOI 10.1016/j.jelekin.2006.08.006, PII S1050641106001027
    • P. Parker, K. Englehart, and B. Hudgins, "Myoelectric signal processing for control of powered limb prostheses," J. Electromyogr. Kinesiol., vol. 16, no. 6, pp. 541-548, 2006. (Pubitemid 44666457)
    • (2006) Journal of Electromyography and Kinesiology , vol.16 , Issue.6 , pp. 541-548
    • Parker, P.1    Englehart, K.2    Hudgins, B.3
  • 4
    • 0024040598 scopus 로고    scopus 로고
    • Myoelectric prostheses: State of the art
    • R. N. Scott and P. A. Parker, "Myoelectric prostheses: State of the art," J. Med. Eng. Technol., vol. 12, no. 4, pp. 143-151.
    • J. Med. Eng. Technol. , vol.12 , Issue.4 , pp. 143-151
    • Scott, R.N.1    Parker, P.A.2
  • 5
    • 75049085959 scopus 로고    scopus 로고
    • Study of issues in the development of surface EMG controlled human hand
    • H. S.Ryait,A. S.Arora, and R. Agarwal, "Study of issues in the development of surface EMG controlled human hand," J. Mater. Sci. Mater. Med., vol. 20, 2008, Suppl 1:S107-14.
    • (2008) J. Mater. Sci. Mater. Med. , vol.20 , Issue.SUPPL. 1
    • Ryait, H.S.1    Arora, A.S.2    Agarwal, R.3
  • 6
    • 0033851160 scopus 로고    scopus 로고
    • Upper extremity myoelectric prosthetics
    • J. E. Uellendahl, "Upper extremity myoelectric prosthetics," Phys. Med. Rehabil. Clin. N. Amer., vol. 11, no. 3, pp. 639-652, 2000.
    • (2000) Phys. Med. Rehabil. Clin. N. Amer. , vol.11 , Issue.3 , pp. 639-652
    • Uellendahl, J.E.1
  • 7
    • 35348946436 scopus 로고    scopus 로고
    • Myoelectric control systems-A survey
    • DOI 10.1016/j.bspc.2007.07.009, PII S1746809407000547
    • M. A. Oskoei and H. Hu, "Myoelectric control systems-A survey," Biomed. Signal Process. 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
  • 8
    • 0027135489 scopus 로고
    • A new strategy for multifunction myoelectric control
    • DOI 10.1109/10.204774
    • B. Hudgins, P. A. 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
  • 9
    • 0013923840 scopus 로고
    • A three-state myo-electric control
    • D. S. Dorcas and R. N. Scott, "A three-state myo-electric control," Med. Biol. Eng., vol. 4, no. 4, pp. 367-370, 1966.
    • (1966) Med. Biol. Eng. , vol.4 , Issue.4 , pp. 367-370
    • Dorcas, D.S.1    Scott, R.N.2
  • 10
    • 0025528069 scopus 로고
    • 3rd .Practicalmethods for controlling powered upperextremity prostheses
    • T. W.Williams, "3rd .Practicalmethods for controlling powered upperextremity prostheses," Assist. Technol., vol. 2, no. 1, pp. 3-18, 1990.
    • (1990) Assist. Technol. , vol.2 , Issue.1 , pp. 3-18
    • Williams, T.W.1
  • 11
    • 79960791840 scopus 로고    scopus 로고
    • EMG pattern recognition for the control of powered upper limb prostheses: State-of-the-Art and challenges for clinical use
    • E. J. Scheme and K. Englehart, "EMG pattern recognition for the control of powered upper limb prostheses: State-of-the-Art and challenges for clinical use," J. Rehabil. Res. Dev., vol. 48, no. 6, pp. 643-660, 2011.
    • (2011) J. Rehabil. Res. Dev. , vol.48 , Issue.6 , pp. 643-660
    • Scheme, E.J.1    Englehart, K.2
  • 12
    • 0014151481 scopus 로고
    • Myocoder studies ofmultiplemyopotential responses
    • R. Finley and R.W.Wirta, "Myocoder studies ofmultiplemyopotential responses," Arch. Phys. Med. Rehabil., vol. 48, pp. 598-601, 1967.
    • (1967) Arch. Phys. Med. Rehabil. , vol.48 , pp. 598-601
    • Finley, R.1    Wirta, R.W.2
  • 14
    • 0016100688 scopus 로고
    • Studies toward a practical computer-aided armprosthesis system
    • J. Lyman, A. Freedy, and M. Solomonow, "Studies toward a practical computer-aided armprosthesis system," Bull. Prosthetics Res., pp. 213-225, 1974.
    • (1974) Bull. Prosthetics Res. , pp. 213-225
    • Lyman, J.1    Freedy, A.2    Solomonow, M.3
  • 15
    • 0016482611 scopus 로고
    • Functional separation of EMG signals via arma identification methods for prosthesis control purposes
    • Apr.
    • D. Graupe and W. K. Cline, "Functional separation of EMG signals via arma identification methods for prosthesis control purposes," IEEE Trans. Syst., Man Cybern., vol. 5, no. 2, pp. 252-259, Apr. 1975.
    • (1975) IEEE Trans. Syst., Man Cybern. , vol.5 , Issue.2 , pp. 252-259
    • Graupe, D.1    Cline, W.K.2
  • 17
    • 0032727526 scopus 로고    scopus 로고
    • Classification of the myoelectric signal using time-frequency based representations
    • DOI 10.1016/S1350-4533(99)00066-1, PII S1350453399000661
    • K. Englehart, B. Hudgins, P. A. Parker, and M. Stevenson, "Classification of the myoelectric signal using time-frequency based representations," Med. Eng. Phys., vol. 21, pp. 431-38, 1999. (Pubitemid 29537720)
    • (1999) Medical Engineering and Physics , vol.21 , Issue.6-7 , pp. 431-438
    • Englehart, K.1    Hudgins, B.2    Parker, P.A.3    Stevenson, M.4
  • 18
    • 0042664129 scopus 로고    scopus 로고
    • A robust, real-time control scheme for multifunctionmyoelectric control
    • Jul.
    • K. Englehart and B. Hudgins, "A robust, real-time control scheme for multifunctionmyoelectric 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.1    Hudgins, B.2
  • 19
    • 34247366472 scopus 로고    scopus 로고
    • A comparison of surface and intramuscular myoelectric signal classification
    • DOI 10.1109/TBME.2006.889192, 11
    • L. Hargrove, K. B. Englehart, and B. Hudgins, "A comparison of surface and intramuscular myoelectrical signal classification," IEEE Trans. Biomed. Eng., vol. 54, no. 5, pp. 847-853, May 2007. (Pubitemid 46628567)
    • (2007) IEEE Transactions on Biomedical Engineering , vol.54 , Issue.5 , pp. 847-853
    • Hargrove, L.J.1    Englehart, K.2    Hudgins, B.3
  • 20
    • 85032751739 scopus 로고    scopus 로고
    • Myoelectric control of artificial limbs: Is there the need for a change of focus?
    • N. Jiang, S. Dosen, K. R. Mueller, and D. Farina, "Myoelectric control of artificial limbs: is there the need for a change of 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    Mueller, K.R.3    Farina, D.4
  • 22
    • 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
  • 23
    • 84862747168 scopus 로고    scopus 로고
    • Simultaneous and proportional force estimation in multiple degrees of freedom from intramuscular EMG
    • Jul.
    • E.N.Kamavuako, K. B. Englehart,W. Jensen, andD.Farina, "Simultaneous and proportional force estimation in multiple degrees of freedom from intramuscular EMG," IEEE Trans. Biomed. Eng., vol. 59, no. 7, pp. 1804-1807, Jul. 2012.
    • (2012) IEEE Trans. Biomed. Eng. , vol.59 , Issue.7 , pp. 1804-1807
    • Kamavuako, E.N.1    Englehart, K.B.2    Jensen, W.3    Farina, D.4
  • 24
    • 79955677322 scopus 로고    scopus 로고
    • Influence of the training set on the accuracy of surface EMG classification in dynamic contractions for the control of multifunction prostheses
    • T. Lorrain, N. Jiang, and D. Farina, "Influence of the training set on the accuracy of surface EMG classification in dynamic contractions for the control of multifunction prostheses," J. Neuroeng. Rehabil., vol. 9, pp. 8-25, 2011.
    • (2011) J. Neuroeng. Rehabil. , vol.9 , pp. 8-25
    • Lorrain, T.1    Jiang, N.2    Farina, D.3
  • 25
    • 0017547907 scopus 로고    scopus 로고
    • Microelectronic telemetry implant formyoelectric control of a powered prosthesis
    • F. Tucker and N. Peteleski, "Microelectronic telemetry implant formyoelectric control of a powered prosthesis," Can. Electr. Eng. J., vol. 2, no. 3-7, 1997.
    • (1997) Can. Electr. Eng. J. , vol.2 , pp. 3-7
    • Tucker, F.1    Peteleski, N.2
  • 26
    • 70350710015 scopus 로고    scopus 로고
    • Relationship between grasping force and features of single-channel intramuscular EMG signals
    • E. N. Kamavuako, D. Farina,K.Yoshida, and W. Jensen, "Relationship between grasping force and features of single-channel intramuscular EMG signals," J. Neurosci.Methods, vol. 85, no. 1, pp. 143-150, 2009.
    • (2009) J. Neurosci.Methods , vol.85 , Issue.1 , pp. 143-150
    • Kamavuako, E.N.1    Farina, D.2    Yoshida, K.3    Jensen, W.4
  • 27
    • 50049093848 scopus 로고    scopus 로고
    • A comparison of the effects of electrode implantation and targeting on pattern classification accuracy for prosthesis control
    • Sep.
    • T. R. Farrell and R. F. Weir, "A comparison of the effects of electrode implantation and targeting on pattern classification accuracy for prosthesis control," IEEE Trans. Biomed. Eng., vol. 55, no. 9, pp. 2198-2211, Sep. 2008.
    • (2008) IEEE Trans. Biomed. Eng. , vol.55 , Issue.9 , pp. 2198-2211
    • Farrell, T.R.1    Weir, R.F.2
  • 29
    • 0034125603 scopus 로고    scopus 로고
    • Screening for diabetic retinopathy using computer based image analysis and statistical classification
    • DOI 10.1016/S0169-2607(00)00065-1, PII S0169260700000651
    • B. M. Ege, O. K. Hejlesen, O. V. Larsen, K. Møller, B. Jennings, D. Kerr, and D. A. Cavan, "Screening for diabetic retinopathy using computer based image analysis and statistical classification," Comput. Methods Programs Biomed., vol. 62, no. 3, pp. 165-175, 2000. (Pubitemid 30317336)
    • (2000) Computer Methods and Programs in Biomedicine , vol.62 , Issue.3 , pp. 165-175
    • Ege, B.M.1    Hejlesen, O.K.2    Larsen, O.V.3    Moller, K.4    Jennings, B.5    Kerr, D.6    Cavan, D.A.7
  • 30
    • 67149128290 scopus 로고    scopus 로고
    • Extracting simultaneous and proportional neural control information for multiple degree of freedom prostheses from the surface electromyographic signal
    • May
    • N. Jiang, K. B. Englehart, and P. A. Parker, "Extracting simultaneous and proportional neural control information for multiple degree of freedom prostheses from the surface electromyographic signal," IEEE Trans. Biomed. Eng., vol. 56, no. 5, pp. 1070-1080, May 2009.
    • (2009) IEEE Trans. Biomed. Eng. , vol.56 , Issue.5 , pp. 1070-1080
    • Jiang, N.1    Englehart, K.B.2    Parker, P.A.3
  • 31
    • 84861519478 scopus 로고    scopus 로고
    • Simultaneous and proportional estimation of handkinematics from EMG during mirrored movements at multiple degrees-of-freedom
    • S. Muceli and D. Farina, "Simultaneous and proportional estimation of handkinematics from EMG during mirrored movements at multiple degrees-of-freedom," in IEEE Trans. Neural Syst. Rehabil. Eng., 2011.
    • (2011) IEEE Trans. Neural Syst. Rehabil. Eng.
    • Muceli, S.1    Farina, D.2
  • 32
    • 79956346285 scopus 로고    scopus 로고
    • Selective classification for improved robustness ofmyoelectric control under nonideal conditions
    • Jun.
    • E. J. Scheme,K.Englehart, and B. Hudgins, "Selective classification for improved robustness ofmyoelectric control under nonideal conditions," IEEE Trans. Biomed. Eng., vol. 58, no. 6, pp. 1698-1705, Jun. 2011.
    • (2011) IEEE Trans. Biomed. Eng. , vol.58 , Issue.6 , pp. 1698-1705
    • Scheme, E.J.1    Englehart, K.2    Hudgins, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.