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一种用于确定电极设计和肌肉结构对肌电信号特性影响的有限元模型方法。

A Finite Element Model Approach to Determine the Influence of Electrode Design and Muscle Architecture on Myoelectric Signal Properties.

作者信息

Teklemariam A, Hodson-Tole E F, Reeves N D, Costen N P, Cooper G

机构信息

School of Engineering, Manchester Metropolitan University, Manchester, United Kingdom.

School of Healthcare Science, Manchester Metropolitan University, Manchester, United Kingdom.

出版信息

PLoS One. 2016 Feb 17;11(2):e0148275. doi: 10.1371/journal.pone.0148275. eCollection 2016.

Abstract

INTRODUCTION

Surface electromyography (sEMG) is the measurement of the electrical activity of the skeletal muscle tissue detected at the skin's surface. Typically, a bipolar electrode configuration is used. Most muscles have pennate and/or curved fibres, meaning it is not always feasible to align the bipolar electrodes along the fibres direction. Hence, there is a need to explore how different electrode designs can affect sEMG measurements.

METHOD

A three layer finite element (skin, fat, muscle) muscle model was used to explore different electrode designs. The implemented model used as source signal an experimentally recorded intramuscular EMG taken from the biceps brachii muscle of one healthy male. A wavelet based intensity analysis of the simulated sEMG signal was performed to analyze the power of the signal in the time and frequency domain.

RESULTS

The model showed muscle tissue causing a bandwidth reduction (to 20-92- Hz). The inter-electrode distance (IED) and the electrode orientation relative to the fibres affected the total power but not the frequency filtering response. The effect of significant misalignment between the electrodes and the fibres (60°-90°) could be reduced by increasing the IED (25-30 mm), which attenuates signal cancellation. When modelling pennated fibres, the muscle tissue started to act as a low pass filter. The effect of different IED seems to be enhanced in the pennated model, while the filtering response is changed considerably only when the electrodes are close to the signal termination within the model. For pennation angle greater than 20°, more than 50% of the source signal was attenuated, which can be compensated by increasing the IED to 25 mm.

CONCLUSION

Differences in tissue filtering properties, shown in our model, indicates that different electrode designs should be considered for muscle with different geometric properties (i.e. pennated muscles).

摘要

引言

表面肌电图(sEMG)是对在皮肤表面检测到的骨骼肌组织电活动的测量。通常,采用双极电极配置。大多数肌肉具有羽状和/或弯曲的纤维,这意味着沿纤维方向对齐双极电极并不总是可行的。因此,有必要探索不同的电极设计如何影响sEMG测量。

方法

使用三层有限元(皮肤、脂肪、肌肉)肌肉模型来探索不同的电极设计。所实现的模型使用从一名健康男性的肱二头肌获取的实验记录的肌内肌电图作为源信号。对模拟的sEMG信号进行基于小波的强度分析,以分析信号在时域和频域中的功率。

结果

模型显示肌肉组织导致带宽降低(至20 - 92赫兹)。电极间距(IED)和电极相对于纤维的方向影响总功率,但不影响频率滤波响应。电极与纤维之间的显著不对准(60° - 90°)的影响可以通过增加IED(25 - 30毫米)来减小,这会减弱信号抵消。在对羽状纤维进行建模时,肌肉组织开始起到低通滤波器的作用。在羽状模型中,不同IED的影响似乎增强了,而仅当电极靠近模型内的信号终端时,滤波响应才会有相当大的变化。对于大于20°的羽状角,超过50%的源信号被衰减,这可以通过将IED增加到25毫米来补偿。

结论

我们模型中显示的组织滤波特性差异表明,对于具有不同几何特性(即羽状肌肉)的肌肉,应考虑不同的电极设计。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78a8/4757537/6fe3205f6feb/pone.0148275.g001.jpg

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