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干性表皮电极可用于有限动态下肢运动提供长期高保真肌电图。

Dry Epidermal Electrodes Can Provide Long-Term High Fidelity Electromyography for Limited Dynamic Lower Limb Movements.

机构信息

Department of Mechanical and Aerospace Engineering, University of Central Florida, Orlando, FL 32816, USA.

Stretch Med, Inc., Austin, TX 78750, USA.

出版信息

Sensors (Basel). 2020 Aug 27;20(17):4848. doi: 10.3390/s20174848.

Abstract

Due to the limitations of standard wet Silver/Silver Chloride (Ag/AgCl) hydrogel electrodes and the growing demand for long-term high fidelity surface electromyography (EMG) recording, dry epidermal electrodes are of great interest. Evaluating the usability and signal fidelity of dry epidermal electrodes could help determine the extent of potential applications using EMG electrodes. We collected EMG signals over eight days from the right rectus femoris of seven subjects using single-use dry epidermal electrodes and traditional Ag/AgCl electrodes while covered and uncovered during dynamic movements (leg extension, sit-to-stand, and treadmill walking at 0.75 m/s and 1.30 m/s). We quantified signal fidelity using signal-to-noise ratio (SNR); signal-to-motion ratio (SMR); and a metric we previously developed, the Signal Quality Index, which considers that better EMG signal quality requires both good signal-to-noise ratio and good signal-to-motion ratio. Wear patterns over the eight days degraded EMG signal quality. Uncovered epidermal electrodes that remained intact and maintained good adhesion to the skin had signal-to-noise ratios, signal-to-motion ratios, and Signal Quality Index values that were above the acceptable thresholds for limited dynamic lower limb movements (leg extension and sit-to-stand). This indicated that dry epidermal electrodes could provide good signal quality across all subjects for five days for these movements. For walking, the signal-to-noise ratios of the uncovered epidermal electrodes were still above the acceptable threshold, but signal-to-motion ratios and the Signal Quality Index values were far below the acceptable thresholds. The signal quality of the epidermal electrodes that showed no visible wear was stable over five days. As expected, covering the epidermal electrodes improved signal quality, but only for limited dynamic lower limb movements. Overall, single-use dry epidermal electrodes were able to maintain high signal quality for long-term EMG recording during limited dynamic lower limb movements, but further improvement is needed to reduce motion artifacts for whole body dynamic movements such as walking.

摘要

由于标准的湿银/氯化银(Ag/AgCl)水凝胶电极的局限性以及对长期高保真表面肌电图(EMG)记录的需求不断增长,干式表皮电极引起了极大的关注。评估干式表皮电极的可用性和信号保真度有助于确定使用 EMG 电极的潜在应用范围。我们使用一次性干式表皮电极和传统的 Ag/AgCl 电极,在进行动态运动(腿部伸展、从座位到站立和以 0.75 m/s 和 1.30 m/s 的速度在跑步机上行走)时,从 7 名受试者的右侧股直肌连续 8 天采集 EMG 信号,同时电极被覆盖和未覆盖。我们使用信噪比(SNR)、信号与运动比(SMR)以及我们之前开发的信号质量指数来量化信号保真度,该指数考虑到更好的 EMG 信号质量需要良好的信噪比和良好的信号与运动比。在 8 天的时间里,磨损模式会降低 EMG 信号质量。未覆盖且保持完整并与皮肤保持良好附着力的表皮电极具有的信噪比、信号与运动比和信号质量指数值高于有限动态下肢运动(腿部伸展和从座位到站立)的可接受阈值。这表明,对于这些运动,干式表皮电极在所有受试者中都可以在五天内提供良好的信号质量。对于行走,未覆盖的表皮电极的信噪比仍高于可接受的阈值,但信号与运动比和信号质量指数值远低于可接受的阈值。未显示可见磨损的表皮电极的信号质量在五天内保持稳定。正如预期的那样,覆盖表皮电极可以提高信号质量,但仅限于有限的动态下肢运动。总体而言,一次性干式表皮电极能够在有限的动态下肢运动中长时间保持高信号质量的 EMG 记录,但需要进一步改进以减少行走等全身动态运动的运动伪影。

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