Multifractal analysis of surface EMG signals for assessing muscle fatigue during static contractions

被引:34
作者
Wang Gang [1 ]
Ren Xiao-mei [1 ]
Li Lei [1 ]
Wang Zhi-zhong [1 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Biomed Engn, Shanghai 200240, Peoples R China
来源
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A | 2007年 / 8卷 / 06期
关键词
muscle fatigue; surface electromyographic (SEMG) signals; multifractal; static contraction;
D O I
10.1631/jzus.2007.A0910
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study is aimed at assessing muscle fatigue during a static contraction using multifractal analysis and found that the surface electromyographic (SEMG) signals characterized multifractality during a static contraction. By applying the method of direct determination of the f(alpha) singularity spectrum, the area of the multifractal spectrum of the SEMG signals was computed. The results showed that the spectrum area significantly increased during muscle fatigue. Therefore the area could be used as an assessor of muscle fatigue. Compared with the median frequency (MDF)-the most popular indicator of muscle fatigue, the spectrum area presented here showed higher sensitivity during a static contraction. So the singularity spectrum area is considered to be a more effective indicator than the MDF for estimating muscle fatigue.
引用
收藏
页码:910 / 915
页数:6
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