Title :
Analysis and Simulation of changes in EMG amplitude during high-level fatiguing contractions
Author :
Lowery, Madeleine M. ; O´Malley, Mark J.
Author_Institution :
Rehabilitation Inst. of Chicago, IL, USA
Abstract :
Changes in surface electromyographic (EMG) amplitude during sustained, fatiguing contractions are commonly attributed to variations in muscle fiber conduction velocity (MFCV), motor unit firing rates, transmembrane action potentials and the synchronization or recruitment of motor units. However, the relative contribution of each factor remains unclear. Analytical relationships relating changes in MFCV and mean motor unit firing rates to the root mean square (RMS) and average rectified (AR) value of the surface EMG signal are derived. The relationships are then confirmed using model simulation. The simulations and analysis illustrate the different behaviors of the surface EMG RMS and AR value with changing MFCV and firing rate, as the level of motor unit superposition varies. Levels of firing rate modulation and short-term synchronization that, combined with variations in MFCV, could cause changes in EMG amplitude similar to those observed during sustained isometric contraction of the brachioradialis at 80% of maximum voluntary contraction were estimated. While it is not possible to draw conclusions about changes in neural control without further information about the underlying motor unit activation patterns, the examples presented illustrate how a combined analytical and simulation approach may provide insight into the manner in which different factors affect EMG amplitude during sustained isometric contractions.
Keywords :
electromyography; medical signal processing; neurophysiology; physiological models; brachioradialis; electrodiagnostics; mathematical model; maximum voluntary contraction; mean motor unit firing rates; model simulation; motor unit firing rate; motor unit superposition level; motor units synchronization; muscle fiber conduction velocity; neural control; surface EMG RMS; surface electromyography; sustained isometric contraction; sustained isometric contractions; transmembrane action potentials; Amplitude estimation; Amplitude modulation; Analytical models; Electromyography; Information analysis; Muscles; Pattern analysis; Recruitment; Root mean square; Signal analysis; Adult; Algorithms; Diagnosis, Computer-Assisted; Elbow; Electromyography; Female; Humans; Isometric Contraction; Male; Models, Biological; Muscle Fatigue; Muscle, Skeletal; Physical Endurance; Task Performance and Analysis; Volition;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2003.816078