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Sampling rate effects on surface EMG timing and amplitude measures.

机译:采样率对表面肌电图时间和幅度度量的影响。

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Objective. To determine if oversampling the surface electromyographic signal provides any benefit in analyzing common electromyographic timing and amplitude measures used in kinesiological studies.Design. A within subjects (n=8) repeated measures design was used to examine surface electromyographic signals captured under four contraction modes and acquired with five different analog-to-digital sampling rates.Background. There is a growing trend to sample surface electromyography at rates higher than the Nyquist rate. Though there is limited evidence to support oversampling, the necessity or benefit of doing so remains unclear.Methods. Surface electromyography was recorded from the triceps brachii during maximal, submaximal, and fatiguing isometric contractions, as well as dynamic contractions. The analog signals were bandpassed between 20 Hz and 2 kHz, and oversampled at 6 kHz. The signals were then digitally resampled at 3 kHz, 1 kHz, 500 Hz, and 250 Hz without benefit of an anti-aliasing filter. Amplitude and timing variables measured from both the rectified and smoothed signal were compared across sampling rates.Results. Oversampling produced no significant changes in timing and amplitude measures of the rectified or smoothed electromyographic signal. For the smoothed signal, minor undersampling at half the Nyquist rate was sufficient to accurately capture most timing and signal strength measures.Conclusions. Oversampling is unnecessary to gather typical amplitude and timing measures from the surface electromyographic signal. Electromyography sampled below half the Nyquist rate is likely to result in a poor temporal and amplitude representation of the signal.RelevanceComputer memory and processing resources for analyzing amplitude and timing information need not be expended in oversampling surface electromyography, and results of previous studies need not be outright dismissed because of minor undersampling violations or the lack of an anti-aliasing filter.
机译:目的。要确定对表面肌电信号进行过采样是否对分析运动学研究中常用的肌电定时和幅度测量值有任何好处。一个受试者内部(n = 8)的重复测量设计用于检查在四种收缩模式下捕获并以五种不同的模数采样率采集的表面肌电信号。以高于奈奎斯特速率的速率采样表面肌电图的趋势正在增长。尽管支持有限采样的证据有限,但尚不清楚这样做的必要性或好处。在最大,次最大和疲劳等距收缩以及动态收缩期间,从肱三头肌记录表面肌电图。模拟信号在20 Hz和2 kHz之间带通,并在6 kHz处过采样。然后在不使用抗混叠滤波器的情况下,以3 kHz,1 kHz,500 Hz和250 Hz对信号进行数字重新采样。在采样率之间比较了从整流信号和平滑信号测得的幅度和时序变量。过采样不会对整流或平滑后的肌电信号的时间和幅度测量产生重大影响。对于平滑的信号,以奈奎斯特速率的一半进行的少量欠采样足以准确捕获大多数时序和信号强度测量值。从表面肌电图信号中收集典型的幅度和定时测量值时,无需进行过采样。在奈奎斯特频率的一半以下采样的肌电图可能会导致信号的时间和幅度表示不佳相关性在过采样的表面肌电图中无需占用用于分析幅值和时序信息的计算机内存和处理资源,也不需要先前的研究结果由于轻微的欠采样违规或缺少抗混叠滤波器而直接被驳回。

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