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  • 齐莉萍 ( 副教授 )

    的个人主页 http://faculty.dlut.edu.cn/lipingqi/zh_CN/index.htm

  •   副教授   硕士生导师
论文成果 当前位置: 中文主页 >> 科学研究 >> 论文成果
Wavelet and principal component analysis of electromyographic activity and slow component of oxygen uptake during heavy and severe cycling exercise

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论文类型:期刊论文
发表时间:2020-02-01
发表刊物:Applied physiology, nutrition, and metabolism
收录刊物:PubMed
卷号:45
期号:2
页面范围:187-192
ISSN号:1715-5320
关键字:analyse en composantes principales,analyse en ondelettes,cinétique d’absorption d’oxygène,composante lente de la consommation d’oxygène,electromyography,exercise intensity,intensité de l’exercice,oxygen uptake kinetics,principal component analysis,slow component of oxygen uptake,wavelet analysis,électromyographie
摘要:The aim of the study was to investigate whether the slow component of oxygen uptake was concurrent with the recruitment of large α-motoneuron muscle fibres by using wavelet and principal component analysis (PCA) of electromyography (EMG) during heavy and severe cycling exercise. Eleven male subjects participated in the study. After establishing each subject's maximum value of oxygen uptake through an incremental test on the cycle ergometer, the subjects performed 6-min cycling tests at heavy and severe intensity. EMG signals were collected from rectus femoris, biceps femoris long head, tibialis anterior, and medial gastrocnemius and processed by combined use of wavelet and PCA analysis. The time delays to the onset of slow component occurred significantly earlier during severe (105.22 ± 5.45 s) compared with during heavy (138.78 ± 15.09 s) exercise. ANOVA with repeated measures showed that for all muscles tested, the angle θ formed by the first and second principal components decreased significantly between time windows during heavy and severe exercise. However, significant increases of EMG mean power frequency (MPF) were found only during heavy exercise. Our results show the concurrence of the oxygen uptake slow component with the additional recruitment of muscle fibres, presumably less efficient large α-motoneuron fibres. Novelty The expected rise in MPF may be offset by muscle fatigue occurring in the later time windows of the slow component during severe exercise. The gradual shift to higher EMG frequencies throughout the slow-component phase was reflected in the progressive and significant decrease of angle θ.

 

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