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Comparison of three time-varying delay estimators with application to electromyography

机译:三种时变时延估计器的比较及其在肌电图中的应用

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It is known that the conduction velocity (CV) is a relevant estimator for fatigue and disease electromyographic (EMG) studies. CV estimation, which is linked to the time delay of an EMG signal propagation between two or more sensors, is particularly interesting in dynamic studies to detect local changes along the time. In this paper, we investigate three naturally time-frequency and time-scale methods to follow CV changes. In this work, the linear relationship between the phase information and the local time delay between two signals is used. Our results indicate that the three methods can be used to follow the conduction velocity evolution during a recording. Comparing the root mean square errors for each method highlight that the Fourier coherence method gives the best results compared to the two other methods (wavelet phase coherence and phase consistency).
机译:众所周知,传导速度(CV)是疲劳和疾病肌电图(EMG)研究的一个相关估计量。 CV估计与两个或多个传感器之间的EMG信号传播的时间延迟有关,在动态研究中特别感兴趣,以检测沿时间的局部变化。在本文中,我们研究了三种自然的时频和时标方法来跟踪CV的变化。在这项工作中,使用了相位信息与两个信号之间的本地时间延迟之间的线性关系。我们的结果表明,这三种方法可用于跟踪记录过程中的传导速度演变。比较每种方法的均方根误差都表明,与其他两种方法(小波相位相干和相位一致性)相比,傅立叶相干方法可提供最佳结果。

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