Noninvasive estimation of motor unit conduction velocity distribution using linear electrode arrays

被引:119
作者
Farina, D
Fortunato, E
Merletti, R
机构
[1] Politecn Torino, Dept Elect, ASLI Reg Piemonte, Turin, Italy
[2] Inst Sci Interchange Fdn, Turin, Italy
关键词
beamforming; conduction velocity estimation; continuous wavelet transform; electrode arrays; electromyography; spatial filters;
D O I
10.1109/10.827303
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Determining the conduction velocity of motor unit action potentials is one of the most important problems in surface electromyography. The estimate of one average conduction velocity value depends on a variety of uncontrollable factors. More meaningful information is obtained from the estimation of the distribution of the different delays in the myoelectric signals. A solution to the problem is the separation and characterization of the individual components propagating at different velocities, ii technique, based on surface electrode array recording, is proposed to estimate motor unit conduction velocity distribution. The method consists in the identification of the single action potentials in the time stale domain (with the continuous wavelet transform) and in the estimation of their conduction velocities based on the beamforming algorithm. Tbe performances of the technique hare been evaluated using simulated and real myoelectric signals, The results demonstrate that the technique is accurate and reliable. The method mag be useful for the diagnosis of neuromuscular disorders, for the monitoring of muscle fatigue and for noninvasive investigation of individual motor units.
引用
收藏
页码:380 / 388
页数:9
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