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Volumn 109, Issue 11, 2013, Pages 2658-2665

Wrist torque estimation during simultaneous and continuously changing movements: Surface vs. untargeted intramuscular EMG

Author keywords

Dynamic movement; Intramuscular EMG; Simultaneous movement; Surface electromyography; Torque and force estimation

Indexed keywords

ADULT; ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOMECHANICS; COMPARATIVE STUDY; CONTROLLED STUDY; DEGREE OF FREEDOM MOVEMENT; ELECTROMYOGRAPHY; FEMALE; FOREARM; HAND MOVEMENT; HUMAN; HUMAN EXPERIMENT; MALE; MOVEMENT (PHYSIOLOGY); PREDICTIVE VALUE; PRIORITY JOURNAL; PROSTHESIS; TORQUE; WRIST TORQUE ESTIMATION; MOTOR ACTIVITY; MUSCLE CONTRACTION; PHYSIOLOGY; SKELETAL MUSCLE; WRIST;

EID: 84878637745     PISSN: 00223077     EISSN: 15221598     Source Type: Journal    
DOI: 10.1152/jn.00086.2013     Document Type: Article
Times cited : (37)

References (46)
  • 1
    • 8644285417 scopus 로고    scopus 로고
    • Neuromusculoskeletal modeling: Estimation of muscle forces and joint moments and movements from measurements of neural command
    • Buchanan TS, Lloyd DG, Manal K, Besier TF. Neuromusculoskeletal modeling: estimation of muscle forces and joint moments and movements from measurements of neural command. J Appl Biomech 20: 367-395, 2004
    • (2004) J Appl Biomech , vol.20 , pp. 367-395
    • Buchanan, T.S.1    Lloyd, D.G.2    Manal, K.3    Besier, T.F.4
  • 2
    • 71149100470 scopus 로고    scopus 로고
    • Fine detection of grasp force and posture by amputees via surface electromyography
    • Castellini C, Gruppioni E, Davalli A, Sandini G. Fine detection of grasp force and posture by amputees via surface electromyography. J Physiol Paris 103: 255-262, 2009.
    • (2009) J Physiol Paris , vol.103 , pp. 255-262
    • Castellini, C.1    Gruppioni, E.2    Davalli, A.3    Sandini, G.4
  • 4
    • 33747055087 scopus 로고    scopus 로고
    • Control of fast-reaching movements by muscle synergy combinations
    • d'Avella A, Portone A, Fernandez L, Lacquaniti F. Control of fast-reaching movements by muscle synergy combinations. J Neurosci 26: 7791-7810, 2006.
    • (2006) J Neurosci , vol.26 , pp. 7791-7810
    • D'Avella, A.1    Portone, A.2    Fernandez, L.3    Lacquaniti, F.4
  • 5
    • 0020000411 scopus 로고
    • Control scheme governing concurrently active human motor units during voluntary contrac-tions
    • De Luca CJ, LeFever RS, McCue MP, Xenakis AP. Control scheme governing concurrently active human motor units during voluntary contrac-tions. J Physiol 329: 129-142, 1982.
    • (1982) J Physiol , vol.329 , pp. 129-142
    • de Luca, C.J.1    Lefever, R.S.2    McCue, M.P.3    Xenakis, A.P.4
  • 6
    • 84871288214 scopus 로고    scopus 로고
    • Virtual biomechanics: A new method for online reconstruction of force from EMG recordings
    • de Rugy A, Loeb GE, Carroll TJ. Virtual biomechanics: a new method for online reconstruction of force from EMG recordings. J Neurophysiol 108: 3333-3341, 2012.
    • (2012) J Neurophysiol , vol.108 , pp. 3333-3341
    • de Rugy, A.1    Loeb, G.E.2    Carroll, T.J.3
  • 7
    • 84862563467 scopus 로고    scopus 로고
    • Motor unit recruitment strategies and muscle properties determine the influence of synaptic noise on force steadiness
    • Dideriksen JL, Negro F, Enoka RM, Farina D. Motor unit recruitment strategies and muscle properties determine the influence of synaptic noise on force steadiness. J Neurophysiol 107: 3357-3369, 2012.
    • (2012) J Neurophysiol , vol.107 , pp. 3357-3369
    • Dideriksen, J.L.1    Negro, F.2    Enoka, R.M.3    Farina, D.4
  • 8
    • 60649089244 scopus 로고    scopus 로고
    • Surface electromyography and muscle force: Limits in sEMG-force relationship and new approaches for applications
    • (Bristol, Avon)
    • Disselhorst-Klug C, Schmitz-Rode T, Rau G. Surface electromyography and muscle force: limits in sEMG-force relationship and new approaches for applications. Clin Biomech (Bristol, Avon) 24: 225-235, 2009
    • (2009) Clin Biomech , vol.24 , pp. 225-235
    • Disselhorst-Klug, C.1    Schmitz-Rode, T.2    Rau, G.3
  • 9
    • 0034015483 scopus 로고    scopus 로고
    • Noninvasive estimation of motor unit conduction velocity distribution using linear electrode arrays
    • Farina D, Fortunato E, Merletti R. Noninvasive estimation of motor unit conduction velocity distribution using linear electrode arrays. IEEE Trans Biomed Eng 47: 380-388, 2000.
    • (2000) IEEE Trans Biomed Eng , vol.47 , pp. 380-388
    • Farina, D.1    Fortunato, E.2    Merletti, R.3
  • 10
    • 0036092520 scopus 로고    scopus 로고
    • Motor unit recruitment strategies investigated by surface EMG variables
    • Farina D, Fosci M, Merletti R. Motor unit recruitment strategies investigated by surface EMG variables. J Appl Physiol 92: 235-247, 2002.
    • (2002) J Appl Physiol , vol.92 , pp. 235-247
    • Farina, D.1    Fosci, M.2    Merletti, R.3
  • 11
    • 4444295718 scopus 로고    scopus 로고
    • Methods for estimating muscle fibre conduction velocity from surface electromyographic signals
    • Farina D, Merletti R. Methods for estimating muscle fibre conduction velocity from surface electromyographic signals. Med Biol Eng Comput 42: 432-445, 2004.
    • (2004) Med Biol Eng Comput , vol.42 , pp. 432-445
    • Farina, D.1    Merletti, R.2
  • 12
    • 50049093848 scopus 로고    scopus 로고
    • A comparison of the effects of electrode implantation and targeting on pattern classification accuracy for prosthesis control
    • Farrell TR, Weir RF. A comparison of the effects of electrode implantation and targeting on pattern classification accuracy for prosthesis control. IEEE Trans Biomed Eng 55: 2198-2211, 2008.
    • (2008) IEEE Trans Biomed Eng , vol.55 , pp. 2198-2211
    • Farrell, T.R.1    Weir, R.F.2
  • 13
    • 0016742096 scopus 로고
    • Activity of single motor units from human forearm muscles during voluntary isometric contractions
    • Freund H, Büdingen H, Dietz V. Activity of single motor units from human forearm muscles during voluntary isometric contractions. J Neurophysiol 38: 933-946, 1975.
    • (1975) J Neurophysiol , vol.38 , pp. 933-946
    • Freund, H.1    Büdingen, H.2    Dietz, V.3
  • 14
    • 0035231855 scopus 로고    scopus 로고
    • Motor unit recruitment during constant low force and long duration muscle contractions investigated with surface electromyography
    • Gazzoni M, Farina D, Merletti R. Motor unit recruitment during constant low force and long duration muscle contractions investigated with surface electromyography. Acta Physiol Pharmacol Bulg 26: 67-71, 2001
    • (2001) Acta Physiol Pharmacol Bulg , vol.26 , pp. 67-71
    • Gazzoni, M.1    Farina, D.2    Merletti, R.3
  • 15
    • 34247366472 scopus 로고    scopus 로고
    • A comparison of surface and intramuscular myoelectrical signal classification
    • Hargrove LJ, Englehart KB, Hudgins B. A comparison of surface and intramuscular myoelectrical signal classification. IEEE Trans Biomed Eng 54: 847-853, 2007.
    • (2007) IEEE Trans Biomed Eng , vol.54 , pp. 847-853
    • Hargrove, L.J.1    Englehart, K.B.2    Hudgins, B.3
  • 16
    • 77649305658 scopus 로고    scopus 로고
    • Multiple binary classifications via linear discriminant analysis for improved controllability of a powered prosthesis
    • Hargrove LJ, Scheme EJ, Englehart KB, Hudgins BS. Multiple binary classifications via linear discriminant analysis for improved controllability of a powered prosthesis. IEEE Trans Neural Syst Rehabil Eng 18: 49-57, 2010.
    • (2010) IEEE Trans Neural Syst Rehabil Eng , vol.18 , pp. 49-57
    • Hargrove, L.J.1    Scheme, E.J.2    Englehart, K.B.3    Hudgins, B.S.4
  • 17
    • 0032552114 scopus 로고    scopus 로고
    • Signal-dependent noise determines motor planning
    • Harris CM, Wolpert DM. Signal-dependent noise determines motor planning. Nature 394: 780-784, 1998.
    • (1998) Nature , vol.394 , pp. 780-784
    • Harris, C.M.1    Wolpert, D.M.2
  • 18
    • 0000977079 scopus 로고
    • Relation between size of neurons and their susceptibility to discharge
    • Henneman E. Relation between size of neurons and their susceptibility to discharge. Science 126: 1345-1347, 1957.
    • (1957) Science , vol.126 , pp. 1345-1347
    • Henneman, E.1
  • 20
    • 4444355447 scopus 로고    scopus 로고
    • Correlation-based decomposition of surface electromyograms at low contraction forces
    • Holobar A, Zazula D. Correlation-based decomposition of surface electromyograms at low contraction forces. Med Biol Eng Comput 42: 487-495, 2004.
    • (2004) Med Biol Eng Comput , vol.42 , pp. 487-495
    • Holobar, A.1    Zazula, D.2
  • 21
    • 16244419414 scopus 로고    scopus 로고
    • Prediction of handgrip forces using surface EMG of forearm muscles
    • Hoozemans MJ, van Dieën JH. Prediction of handgrip forces using surface EMG of forearm muscles. J Electromyogr Kinesiol 15: 358-366, 2005
    • (2005) J Electromyogr Kinesiol , vol.15 , pp. 358-366
    • Hoozemans, M.J.1    van Dieën, J.H.2
  • 24
    • 67149128290 scopus 로고    scopus 로고
    • Extracting simultaneous and proportional neural control information for multiple degree of freedom prostheses from the surface electromyographic signal
    • Jiang N, Englehart KB, Parker PA. Extracting simultaneous and proportional neural control information for multiple degree of freedom prostheses from the surface electromyographic signal. IEEE Trans Biomed Eng 56: 1070-1080, 2009.
    • (2009) IEEE Trans Biomed Eng , vol.56 , pp. 1070-1080
    • Jiang, N.1    Englehart, K.B.2    Parker, P.A.3
  • 25
    • 84862747168 scopus 로고    scopus 로고
    • Simultaneous and proportional force estimation in multiple degrees of freedom from intramuscular EMG
    • Kamavuako EN, Englehart KB, Jensen W, Farina D. Simultaneous and proportional force estimation in multiple degrees of freedom from intramuscular EMG. IEEE Trans Biomed Eng 59: 1804-1807, 2012a
    • (2012) IEEE Trans Biomed Eng , vol.59 , pp. 1804-1807
    • Kamavuako, E.N.1    Englehart, K.B.2    Jensen, W.3    Farina, D.4
  • 26
    • 84858705014 scopus 로고    scopus 로고
    • Estimation of grasping force from features of intramuscular EMG signals with mirrored bilateral training
    • Kamavuako EN, Farina D, Yoshida K, Jensen W. Estimation of grasping force from features of intramuscular EMG signals with mirrored bilateral training. Ann Biomed Eng 40: 648-656, 2012b.
    • (2012) Ann Biomed Eng , vol.40 , pp. 648-656
    • Kamavuako, E.N.1    Farina, D.2    Yoshida, K.3    Jensen, W.4
  • 27
    • 70350710015 scopus 로고    scopus 로고
    • Relationship between grasping force and features of single-channel intramuscular EMG signals
    • Kamavuako EN, Farina D, Yoshida K, Jensen W. Relationship between grasping force and features of single-channel intramuscular EMG signals. J Neurosci Methods 185: 143-150, 2009.
    • (2009) J Neurosci Methods , vol.185 , pp. 143-150
    • Kamavuako, E.N.1    Farina, D.2    Yoshida, K.3    Jensen, W.4
  • 29
    • 0031659587 scopus 로고    scopus 로고
    • A model predicting individual shoulder muscle forces based on relationship between electromyographic and 3D external forces in static position
    • Laursen B, Jensen BR, Németh G, Sjøgaard G. A model predicting individual shoulder muscle forces based on relationship between electromyographic and 3D external forces in static position. J Biomech 31: 731-739, 1998.
    • (1998) J Biomech , vol.31 , pp. 731-739
    • Laursen, B.1    Jensen, B.R.2    Németh, G.3    Sjøgaard, G.4
  • 30
    • 0344132046 scopus 로고    scopus 로고
    • Dynamic muscle force predictions from EMG: An artificial neural network approach
    • Liu MM, Herzog W, Savelberg HH. Dynamic muscle force predictions from EMG: an artificial neural network approach. J Electromyogr Kinesiol 9: 391-400, 1999.
    • (1999) J Electromyogr Kinesiol , vol.9 , pp. 391-400
    • Liu, M.M.1    Herzog, W.2    Savelberg, H.H.3
  • 31
    • 0021892188 scopus 로고
    • The position of innervation zones in the biceps brachii investigated by surface electromyography
    • Masuda T, Miyano H, Sadoyama T. The position of innervation zones in the biceps brachii investigated by surface electromyography. IEEE Trans Biomed Eng 32: 36-42, 1985.
    • (1985) IEEE Trans Biomed Eng , vol.32 , pp. 36-42
    • Masuda, T.1    Miyano, H.2    Sadoyama, T.3
  • 33
    • 0037290798 scopus 로고    scopus 로고
    • The linear electrode array: A useful tool with many applications
    • Merletti R, Farina D, Gazzoni M. The linear electrode array: a useful tool with many applications. J Electromyogr Kinesiol 13: 37-47, 2003.
    • (2003) J Electromyogr Kinesiol , vol.13 , pp. 37-47
    • Merletti, R.1    Farina, D.2    Gazzoni, M.3
  • 34
    • 0015608173 scopus 로고
    • Changes in firing rate of human motor units during linearly changing voluntary contractions
    • Milner-Brown HS, Stein RB, Yemm R. Changes in firing rate of human motor units during linearly changing voluntary contractions. J Physiol 230: 371-390, 1973.
    • (1973) J Physiol , vol.230 , pp. 371-390
    • Milner-Brown, H.S.1    Stein, R.B.2    Yemm, R.3
  • 35
    • 84861519478 scopus 로고    scopus 로고
    • Simultaneous and proportional estimation of hand kinematics from EMG during mirrored movements at multiple degrees-of-freedom
    • Muceli S, Farina D. Simultaneous and proportional estimation of hand kinematics from EMG during mirrored movements at multiple degrees-of-freedom. IEEE Trans Neural Syst Rehabil Eng 20: 371-378, 2012
    • (2012) IEEE Trans Neural Syst Rehabil Eng , vol.20 , pp. 371-378
    • Muceli, S.1    Farina, D.2
  • 36
    • 79251580974 scopus 로고    scopus 로고
    • Linear transmission of cortical oscillations to the neural drive to muscles is mediated by common projections to populations of motoneurons in humans
    • Negro F, Farina D. Linear transmission of cortical oscillations to the neural drive to muscles is mediated by common projections to populations of motoneurons in humans. J Physiol 589: 629-637, 2011.
    • (2011) J Physiol , vol.589 , pp. 629-637
    • Negro, F.1    Farina, D.2
  • 37
    • 72549114177 scopus 로고    scopus 로고
    • Fluctuations in isometric muscle force can be described by one linear projection of low-frequency components of motor unit discharge rates
    • Negro F, Holobar A, Farina D. Fluctuations in isometric muscle force can be described by one linear projection of low-frequency components of motor unit discharge rates. J Physiol 587: 5925-5938, 2009.
    • (2009) J Physiol , vol.587 , pp. 5925-5938
    • Negro, F.1    Holobar, A.2    Farina, D.3
  • 38
    • 79952182926 scopus 로고    scopus 로고
    • Simultaneous and proportional force estimation for multifunction myoelectric prostheses using mirrored bilateral training
    • Nielsen JLG, Holmgaard S, Jiang N, Englehart KB, Farina D, Parker P. Simultaneous and proportional force estimation for multifunction myoelectric prostheses using mirrored bilateral training. IEEE Trans Biomed Eng 58: 681-688, 2011.
    • (2011) IEEE Trans Biomed Eng , vol.58 , pp. 681-688
    • Nielsen, J.L.G.1    Holmgaard, S.2    Jiang, N.3    Englehart, K.B.4    Farina, D.5    Parker, P.6
  • 39
    • 0033962326 scopus 로고    scopus 로고
    • Relationship between EMG signals and force in human vastus lateralis muscle using multiple bipolar wire electrodes
    • Onishi HR, Yagi Akasaka K, Momose K, Ihashi K, Handa Y. Relationship between EMG signals and force in human vastus lateralis muscle using multiple bipolar wire electrodes. J Electromyogr Kinesiol 10: 59-67, 2000
    • (2000) J Electromyogr Kinesiol , vol.10 , pp. 59-67
    • Onishi, H.R.1    Yagi, A.K.2    Momose, K.3    Ihashi, K.4    Handa, Y.5
  • 40
    • 0015333468 scopus 로고
    • Discharge frequency and discharge pattern of human motor units during voluntary contraction of muscle
    • Person RS, Kudina LP. Discharge frequency and discharge pattern of human motor units during voluntary contraction of muscle. Electroencephalogr Clin Neurophysiol 32: 471-483, 1972.
    • (1972) Electroencephalogr Clin Neurophysiol , vol.32 , pp. 471-483
    • Person, R.S.1    Kudina, L.P.2
  • 41
    • 2942583718 scopus 로고    scopus 로고
    • Detection, processing, applications
    • edited by Zouridakis G and Moore J. Boca Raton, FL: CRC
    • Pozzo M, Farina D, Merletti Electromyography R. Detection, processing, applications. In: Biomedical Technology and Devices Handbook, edited by Zouridakis G and Moore J. Boca Raton, FL: CRC, 2003.
    • (2003) Biomedical Technology and Devices Handbook
    • Pozzo, M.1    Farina, D.2    Merletti, E.R.3
  • 42
    • 84878650772 scopus 로고    scopus 로고
    • Validation of a selective ensemble-based classification scheme for myoelectric control using a three dimensional Fitts' Law test
    • First Published October doi:10.1109/TNSRE.2012.2226189
    • Scheme E, Englehart K. Validation of a selective ensemble-based classification scheme for myoelectric control using a three dimensional Fitts' Law test. IEEE Trans Neural Syst Rehabil Eng. First published October 25, 2012; doi:10.1109/TNSRE.2012.2226189.
    • (2012) IEEE Trans Neural Syst Rehabil Eng , pp. 25
    • Scheme, E.1    Englehart, K.2
  • 43
    • 0036848619 scopus 로고    scopus 로고
    • Restoration of movement using functional electrical stimulation and Bayes' theorem
    • Seifert HM, Fuglevand AJ. Restoration of movement using functional electrical stimulation and Bayes' theorem. J Neurosci 22: 9465-9474, 2002.
    • (2002) J Neurosci , vol.22 , pp. 9465-9474
    • Seifert, H.M.1    Fuglevand, A.J.2
  • 46
    • 84859053649 scopus 로고    scopus 로고
    • Mammalian muscle model for predicting force and energetics during physiological behaviors
    • Tsianos GA, Rustin C, Loeb GE. Mammalian muscle model for predicting force and energetics during physiological behaviors. IEEE Trans Neural Syst Rehabil Eng 20: 117-133, 2012.
    • (2012) IEEE Trans Neural Syst Rehabil Eng , vol.20 , pp. 117-133
    • Tsianos, G.A.1    Rustin, C.2    Loeb, G.E.3


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