Marri Kiran, Maitra Ghosh Diptasree, Swaminathan Ramakrishnan
Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:3465-3468. doi: 10.1109/EMBC.2017.8037602.
Exercises under isometric and dynamic contractions are influenced by the rate coding and recruitment strategies. The study of muscle strength under dynamic contraction is normally performed using one-repetition maximum (1-RM) method. There are several variants of deriving one repetition method using number of repetitions and load that are useful in physical fitness and clinical rehabilitation program. However, the factors of dynamic contractions such as endurance time, speed of muscle contractions and muscle activity are not considered in 1-RM methods. The muscular activities are analyzed using surface electromyography (sEMG) signals. Limited work has been reported on the relationship between the 1-RM method and factors such as endurance time, speed of contraction and sEMG activity. In this work, a modified 1-RM method is proposed, namely, N-RM, using load, number of repetitions, endurance time, speed of contraction and normalized sEMG activity. For this purpose, sEMG signals are recorded from 58 healthy subjects under standard dynamic contraction protocol involving curl exercise. Conventional 1-RM is computed by using Epley's method and compared with proposed method using correlation analysis. The results show that 1-RM increases linearly with number of curls (r=1) but has a poor correlation coefficient with sEMG (r=0.01) and endurance time (r =0.4). The curl speed for lower 1-RM and higher 1-RM did not show any statistical difference (p =0.2). The proposed N-RM is observed to have good correlation with endurance time (r=0.734), curl speed (r=0.893) and sEMG activity (r=0.8851). These results demonstrate that the proposed N-RM is highly correlated to factors influencing the dynamic contractions. This method can be further extended to assess muscles under various clinical disorders and sports training.
等长收缩和动态收缩下的运动受速率编码和募集策略的影响。动态收缩下肌肉力量的研究通常采用一次重复最大值(1-RM)法。有几种利用重复次数和负荷推导一次重复法的变体,这些变体在体能和临床康复计划中很有用。然而,1-RM法未考虑动态收缩的因素,如耐力时间、肌肉收缩速度和肌肉活动。肌肉活动通过表面肌电图(sEMG)信号进行分析。关于1-RM法与耐力时间、收缩速度和sEMG活动等因素之间的关系,报道的研究较少。在这项工作中,提出了一种改进的1-RM法,即N-RM法,它使用负荷、重复次数、耐力时间、收缩速度和标准化的sEMG活动。为此,在涉及弯举运动的标准动态收缩方案下,从58名健康受试者身上记录sEMG信号。采用埃普利法计算传统的1-RM,并通过相关性分析与所提出的方法进行比较。结果表明,1-RM随弯举次数呈线性增加(r = 1),但与sEMG的相关系数较差(r = 0.01),与耐力时间的相关系数为(r = 0.4)。较低1-RM和较高1-RM的弯举速度没有显示出任何统计学差异(p = 0.2)。观察到所提出的N-RM与耐力时间(r = 0.734)、弯举速度(r = 0.893)和sEMG活动(r = 0.8851)具有良好的相关性。这些结果表明,所提出的N-RM与影响动态收缩的因素高度相关。该方法可进一步扩展用于评估各种临床疾病和运动训练中的肌肉情况。