Automatic decomposition of multichannel intramuscular EMG signals

Journal of Electromyography and Kinesiology - Tập 19 Số 1 - Trang 1-9 - 2009
J.R. Florestal1, Pierre Mathieu1, Kevin C. McGill2
1Institut de génie biomédical (dépt. de physiologie), Université de Montréal, Pav. Paul G. Desmarais, 2960 Chemin de la tour, Local 2513, Montréal, Qué, Canada H3T 1J4
2Rehabilitation R&D Center, VA Palo Alto Health Care System, USA

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Adam, 2003, Recruitment order of motor units in human vastus lateralis muscle is maintained during fatiguing contractions, J Neurophysiol, 90, 2919, 10.1152/jn.00179.2003

Andreassen, 1980, Regulation of the firing pattern of single motor units, J Neurol Neurosurg Psychiatr, 43, 897, 10.1136/jnnp.43.10.897

Buchtal, 1985, Electromyography in the evaluation of muscle diseases, Neurol Clin, 3, 573, 10.1016/S0733-8619(18)31023-5

Christodoulou, 1999, Unsupervised pattern recognition for the classification of EMG signals, IEEE Trans Biomed Eng, 46, 169, 10.1109/10.740879

Datta, 1990, Synchronization of motor unit activity during voluntary contraction in man, J Physiol, 422, 397, 10.1113/jphysiol.1990.sp017991

De Luca, 1982, Behavior of human motor units in different muscles during linearly varying contractions, J Physiol, 329, 113, 10.1113/jphysiol.1982.sp014293

De Luca, 1993, Precision decomposition of EMG signals, Meth Clin Neurophysiol, 4, 1

De Luca, 1994, Common drive of motor units in regulation of muscle force, Trends Neurosci, 17, 299, 10.1016/0166-2236(94)90064-7

De Luca, 1999, Decomposition and analysis of intramuscular electromyographic signals, 757

Farina, 2001, Evaluation of intra-muscular EMG signal decomposition algorithms, J Electromyogr Kinesiol, 11, 175, 10.1016/S1050-6411(00)00051-1

Florestal, 2006, Automated decomposition of intramuscular electromyographic signals, IEEE Trans Biomed Eng, 53, 832, 10.1109/TBME.2005.863893

Gut, 2000, High precision EMG signal decomposition using communication techniques, IEEE Trans Biomed Eng, 48, 2487

Lateva, 2001, Estimating motor-unit architectural properties by analyzing motor-unit action potential morphology, Clin Neurophysiol, 112, 127, 10.1016/S1388-2457(00)00495-8

Lateva, 2002, Electrophysiological evidence of adult human skeletal muscle fibres with multiple endplates and polyneuronal innervation, J Physiol, 544, 549, 10.1113/jphysiol.2002.023267

Lateva ZC, McGill KC. Architecture of a series-fibered human muscle: EMG study of brachioradialis. In: Proc 16th Congress Intl Soc Electrophysiol Kinseiol; 2006. p. 125.

LeFever, 1982, A procedure for decomposing the myoelectric signal into its constituent action potentials – part I: technique, theory and implementation, IEEE Trans Biomed Eng, 29, 149, 10.1109/TBME.1982.324881

Liddell, 1925, Recruitment and some other factors of reflex inhibition, Proc R Soc, 97, 488, 10.1098/rspb.1925.0016

McGill, 1984, High-resolution alignment of sampled waveforms, IEEE Trans Biomed Eng, 31, 462, 10.1109/TBME.1984.325413

McGill, 2004, Validation of a computer-aided EMG decomposition method, Proc 26th Ann Intl Conf IEEE Eng Med Biol Soc, 7, 4744, 10.1109/IEMBS.2004.1404313

McGill, 2005, EMGlab: an interactive EMG decomposition program, J Neurosci Meth, 149, 121, 10.1016/j.jneumeth.2005.05.015

Nawab, 2002, Next-generation decomposition of multi-channel EMG signals, Proc 24th Ann Intl Conf IEEE Eng Med Biol Soc, 1, 36

Nawab, 2004, Improved resolution of pulse superpositions in a knowledge-based system EMG decomposition, Proc 26th Ann Intl Conf IEEE Eng Med Biol Soc, 1, 69, 10.1109/IEMBS.2004.1403092

Nordstrom, 1992, Estimating the strength of common input to human motoneurons from the cross-correlogram, J Physiol, 453, 547, 10.1113/jphysiol.1992.sp019244

Stålberg, 1994, Assessment of variability in the shape of the motor unit action potential, the “jiggle”, at consecutive discharges, Muscle Nerve, 17, 1135, 10.1002/mus.880171003

Stashuk, 1996, Robust method for estimating motor unit firing pattern statistics, Med Biol Eng Comput, 34, 50, 10.1007/BF02637022

Stashuk, 2001, EMG signal decomposition: how can it be accomplished and used?, J Electromyogr Kinesiol, 11, 151, 10.1016/S1050-6411(00)00050-X

Yang, 1988, A totally automated system for the detection and classification of neural spikes, IEEE Trans Biomed Eng, 35, 806, 10.1109/10.7287

Zennaro, 2003, A software package for the decomposition of long-term multi-channel EMG signals using wavelet coefficients, IEEE Trans Biomed Eng, 50, 58, 10.1109/TBME.2002.807321