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Validity and Reliability of Surface Electromyography Measurements from a Wearable Athlete Performance System

机译:穿戴式运动员性能系统的表面肌电图测量的有效性和可靠性

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摘要

The Athos ® wearable system integrates surface electromyography (sEMG ) electrodes into the construction of compression athletic apparel. The Athos system reduces the complexity and increases the portability of collecting EMG data and provides processed data to the end user. The objective of the study was to determine the reliability and validity of Athos as compared with a research grade sEMG system. Twelve healthy subjects performed 7 trials on separate days (1 baseline trial and 6 repeated trials). In each trial subjects wore the wearable sEMG system and had a research grade sEMG system’s electrodes placed just distal on the same muscle, as close as possible to the wearable system’s electrodes. The muscles tested were the vastus lateralis (VL), vastus medialis (VM), and biceps femoris (BF). All testing was done on an isokinetic dynamometer. Baseline testing involved performing isometric 1 repetition maximum tests for the knee extensors and flexors and three repetitions of concentric-concentric knee flexion and extension at MVC for each testing speed: 60, 180, and 300 deg/sec. Repeated trials 2-7 each comprised 9 sets where each set included three repetitions of concentric-concentric knee flexion-extension. Each repeated trial (2-7) comprised one set at each speed and percent MVC (50%, 75%, 100%) combination. The wearable system and research grade sEMG data were processed using the same methods and aligned in time. The amplitude metrics calculated from the sEMG for each repetition were the peak amplitude, sum of the linear envelope, and 95th percentile. Validity results comprise two main findings. First, there is not a significant effect of system (Athos or research grade system) on the repetition amplitude metrics (95%, peak, or sum). Second, the relationship between torque and sEMG is not significantly different between Athos and the research grade system. For reliability testing, the variation across trials and averaged across speeds was 0.8%, 7.3%, and 0.2% higher for Athos from BF, VL and VM, respectively. Also, using the standard deviation of the MVC normalized repetition amplitude, the research grade system showed 10.7% variability while Athos showed 12%. The wearable technology (Athos) provides sEMG measures that are consistent with controlled, research grade technologies and data collection procedures.Key points class="unordered" style="list-style-type:disc">Surface EMG embedded into athletic garments (Athos) had similar validity and reliability when compared with a research grade systemThere was no difference in the torque-EMG relationship between the two systemsNo statistically significant difference in reliability across 6 trials between the two systemsThe validity and reliability of Athos demonstrates the potential for sEMG to be applied in dynamic rehabilitation and sports settings
机译:Athos®可穿戴系统将表面肌电(sEMG)电极集成到压缩运动服装的结构中。 Athos系统降低了复杂性并提高了收集EMG数据的可移植性,并将处理后的数据提供给最终用户。这项研究的目的是确定与研究级sEMG系统相比,Athos的可靠性和有效性。 12名健康受试者在不同的日子进行了7次试验(1个基线试验和6个重复试验)。在每个试验中,受试者都佩戴了可穿戴sEMG系统,并且研究级sEMG系统的电极正好位于同一肌肉的远端,并尽可能靠近可穿戴系统的电极。测试的肌肉是股外侧肌(VL),股内侧肌(VM)和股二头肌(BF)。所有测试均在等速测功机上进行。基线测试涉及对膝部伸肌和屈肌进行等距1次最大重复测试,并以MVC为每种测试速度分别进行60次,180度和300度/秒的三次同心-同心膝盖屈伸测试。重复试验2-7各包括9组,每组包括3次重复的同心-同心膝盖屈伸。每个重复试验(2-7)包括一组每种速度和MVC百分比(50%,75%,100%)的组合。可穿戴系统和研究级sEMG数据使用相同的方法进行处理并及时对齐。从sEMG计算出的每个重复的振幅量度是峰值振幅,线性包络的总和和第95个 百分位数。有效性结果包括两个主要发现。首先,系统(Athos或研究等级系统)对重复幅度指标(95%,峰值或总和)没有显着影响。其次,Athos和研究等级系统之间的扭矩和sEMG之间的关系没有显着差异。对于可靠性测试,Athos的BF,VL和VM的试验间差异和平均速度分别高出0.8%,7.3%和0.2%。同样,使用MVC标准化重复幅度的标准偏差,研究等级系统显示出10.7%的变异性,而Athos显示出12%的变异性。可穿戴技术(Athos)提供的sEMG措施与受控的研究级技术和数据收集程序一致。要点 class =“ unordered” style =“ list-style-type:disc”> <!-list-行为=无序前缀-词=标记类型=光盘最大标签大小= 0-> 嵌入运动服装(Athos)中的表面EMG与研究等级系统相比具有相似的有效性和可靠性 两个系统之间的转矩-EMG关系没有差异 两个系统之间的6个试验之间的可靠性无统计学意义 Athos的有效性和可靠性展示了sEMG在动态康复和运动环境中的应用潜力

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