Decoding the neural drive to muscles from the surface electromyogram

被引:280
作者
Farina, Dario [1 ]
Holobar, Ales [2 ,3 ]
Merletti, Roberto [2 ]
Enoka, Roger M. [4 ]
机构
[1] Univ Aalborg, Dept Hlth Sci & Technol, Ctr Sensory Motor Interact SMI, DK-9220 Aalborg, Denmark
[2] Politecn Torino, Dept Elect, Lab Engn Neuromuscular Syst, Turin, Italy
[3] Univ Maribor, Fac Elect Engn & Comp Sci, SLO-2000 Maribor, Slovenia
[4] Univ Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
关键词
EMG; Amplitude cancellation; Motor unit; Decomposition; Spike train; MOTOR UNIT DISCHARGE; HUMAN BICEPS-BRACHII; VOLUNTARY CONTRACTIONS; AMPLITUDE CANCELLATION; FATIGUING CONTRACTION; ACTION-POTENTIALS; EMG; SIMULATION; DENSITY; FORCE;
D O I
10.1016/j.clinph.2009.10.040
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
This brief review discusses the methods used to estimate the neural drive to muscles from the surface electromyogram (EMG). Surface EMG has been classically used to infer the neural activation of muscle by associating its amplitude with the number of action potentials discharged by a population of motor neurons. Although this approach is valuable in some applications, the amplitude of the surface EMG is only a crude indicator of the neural drive to muscle. More advanced methods are now available to estimate the neural drive to muscle from the surface EMG. These approaches identify the discharge times of a few motor units by decomposing the EMG signal to determine the relative changes in neural activation. This approach is reliable in several conditions and muscles for isometric contractions of moderate force, but is limited to the few superficial units that can be identified in the recordings. (C) 2010 International Federation of Clinical Neurophysiology. Published by Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:1616 / 1623
页数:8
相关论文
共 45 条
[1]  
Adrian E., 1929, J PHYSIOL-LONDON, V204, P231
[2]   CONDUCTION-VELOCITY AND EMG POWER SPECTRUM CHANGES IN FATIGUE OF SUSTAINED MAXIMAL EFFORTS [J].
BIGLANDRITCHIE, B ;
DONOVAN, EF ;
ROUSSOS, CS .
JOURNAL OF APPLIED PHYSIOLOGY, 1981, 51 (05) :1300-1305
[3]   A high-density multichannel surface electromyography system for the characterization of single motor units [J].
Blok, JH ;
van Dijk, JP ;
Drost, G ;
Zwarts, MJ ;
Stegeman, DF .
REVIEW OF SCIENTIFIC INSTRUMENTS, 2002, 73 (04) :1887-1897
[4]   SINGLE-SITE ELECTROMYOGRAPH AMPLITUDE ESTIMATION [J].
CLANCY, EA ;
HOGAN, N .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1994, 41 (02) :159-167
[5]   Probability density of the surface electromyogram and its relation to amplitude detectors [J].
Clancy, EA ;
Hogan, N .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1999, 46 (06) :730-739
[6]   Sampling, noise-reduction and amplitude estimation issues in surface electromyography [J].
Clancy, EA ;
Morin, EL ;
Merletti, R .
JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY, 2002, 12 (01) :1-16
[7]   Experimental simulation of cat electromyogram: Evidence for algebraic summation of motor-unit action-potential trains [J].
Day, SJ ;
Hulliger, M .
JOURNAL OF NEUROPHYSIOLOGY, 2001, 86 (05) :2144-2158
[8]   Decomposition of surface EMG signals [J].
De Luca, Carlo J. ;
Adam, Alexander ;
Wotiz, Robert ;
Gilmore, L. Donald ;
Nawab, S. Hamid .
JOURNAL OF NEUROPHYSIOLOGY, 2006, 96 (03) :1646-1657
[9]   CONTROL SCHEME GOVERNING CONCURRENTLY ACTIVE HUMAN MOTOR UNITS DURING VOLUNTARY CONTRACTIONS [J].
DE LUCA, CJ ;
LEFEVER, RS ;
MCCUE, MP ;
XENAKIS, AP .
JOURNAL OF PHYSIOLOGY-LONDON, 1982, 329 (AUG) :129-142
[10]   COMMON DRIVE OF MOTOR UNITS IN REGULATION OF MUSCLE FORCE [J].
DE LUCA, CJ ;
ERIM, Z .
TRENDS IN NEUROSCIENCES, 1994, 17 (07) :299-305