Biomedical Engineering Program-COPPE, Federal University of Rio de Janeiro, P.O. Box 68510, 21941-972 Rio de Janeiro, RJ, Brazil.
J Electromyogr Kinesiol. 2011 Aug;21(4):572-8. doi: 10.1016/j.jelekin.2011.03.010. Epub 2011 May 11.
The occurrence of fatigue in triceps surae (TS) muscles during sustained plantar flexion contraction is investigated by means of the RMS electromyogram (EMG) and the instantaneous median frequency (IMF) of the short time Fourier transform (STFT). Six male subjects realized a 40% maximal plantar flexion isometric voluntary contraction until fatigue in two knee positions. Electrodes were positioned on gastrocnemius medialis, gastrocnemius lateralis and soleus muscles. The torque (TO) and EMG signals were synchronized. The RMS and the median of the IMF values were obtained, respectively, for each 250 ms and 1s windows of signal. Each signal was segmented into 10 epochs, from which the mean values of IMF, RMS and TO were obtained and submitted to linear regressions to determine parameter trends. Friedman test with the Dunn's post hoc were used to test for differences among muscles activation for each knee position and among slopes of regression curves, as well as to observe changes in TS RMS values over time. The results indicate different activation strategies with the knee extended (KE) in contrast to knee flexed (KF). With the KE, the gastrocnemii showed typical fatigue behavior with significant (p<0.05) IMF reductions and RMS increases over time, while soleus showed concomitant RMS and IMF increases (p<0.05) suggesting an increased soleus contribution to the torque production. With KF, the gastrocnemii were under activated, increasing the role of soleus. Thus, time-frequency analysis represented an important tool for TS muscular fatigue evaluation, allowing differentiates the role of soleus muscle.
通过均方根肌电图 (EMG) 和短时傅里叶变换 (STFT) 的瞬时中频 (IMF),研究了在持续足底屈肌收缩过程中三腿伸肌 (TS) 肌肉的疲劳发生情况。六名男性受试者在两种膝关节位置下,实现了 40%最大足底屈肌等长自主收缩直至疲劳。将电极放置在腓肠肌内侧、外侧和比目鱼肌上。扭矩 (TO) 和 EMG 信号同步。分别获得了每个 250ms 和 1s 窗口信号的 RMS 和 IMF 中位数值。每个信号被分成 10 个时期,从中获得了 IMF、RMS 和 TO 的平均值,并提交给线性回归以确定参数趋势。采用 Friedman 检验和 Dunn 事后检验来测试每种膝关节位置的肌肉激活之间以及回归曲线斜率之间的差异,以及观察 TS RMS 值随时间的变化。结果表明,与膝关节伸展 (KE) 相比,膝关节弯曲 (KF) 时存在不同的激活策略。在 KE 中,腓肠肌表现出典型的疲劳行为,IMF 显著减少(p<0.05),RMS 随时间增加,而比目鱼肌表现出 RMS 和 IMF 同时增加(p<0.05),表明比目鱼肌对扭矩产生的贡献增加。在 KF 中,腓肠肌被激活不足,增加了比目鱼肌的作用。因此,时频分析是评估 TS 肌肉疲劳的重要工具,允许区分比目鱼肌的作用。