School of Mechatronic Engineering, Universiti Malaysia Perlis (UniMAP), Arau, 02600, Perlis, Malaysia.
Centre for Telecommunication Research & Innovation, Fakulti Kejuruteraan Elektronik & Kejuruteraan Komputer, Universiti Teknikal Malaysia Melaka (UTeM), Durian Tunggal, 76100, Melaka, Malaysia.
Sci Rep. 2019 Nov 7;9(1):16166. doi: 10.1038/s41598-019-52536-4.
This study aimed to quantify the association of four anthropometric parameters of the human arm, namely, the arm circumference (CA), arm length (LA), skinfold thickness (ST) and inter-sensor distance (ISD), with amplitude (RMS) and crosstalk (CT) of mechanomyography (MMG) signals. Twenty-five young, healthy, male participants were recruited to perform forearm flexion, pronation and supination torque tasks. Three accelerometers were employed to record the MMG signals from the biceps brachii (BB), brachialis (BRA) and brachioradialis (BRD) at 80% maximal voluntary contraction (MVC). Signal RMS was used to quantify the amplitude of the MMG signals from a muscle, and cross-correlation coefficients were used to quantify the magnitude of the CT among muscle pairs (BB & BRA, BRA & BRD, and BB & BRD). For all investigated muscles and pairs, RMS and CT showed negligible to low negative correlations with CA, LA and ISD (r = -0.0001--0.4611), and negligible to moderate positive correlations with ST (r = 0.004-0.511). However, almost all of these correlations were statistically insignificant (p > 0.05). These findings suggest that RMS and CT values for the elbow flexor muscles recorded and quantified using accelerometers appear invariant to anthropometric parameters.
本研究旨在定量评估人体手臂的四个人体测量参数(即臂围(CA)、臂长(LA)、皮褶厚度(ST)和传感器间距离(ISD))与肌电图(MMG)信号的幅度(RMS)和串扰(CT)之间的关联。招募了 25 名年轻、健康、男性参与者进行前臂屈伸、旋前和旋后扭矩任务。三个加速度计用于记录肱二头肌(BB)、肱肌(BRA)和肱桡肌(BRD)在 80%最大自主收缩(MVC)时的 MMG 信号。RMS 用于量化肌肉 MMG 信号的幅度,而互相关系数用于量化肌肉对之间的 CT 幅度(BB & BRA、BRA & BRD 和 BB & BRD)。对于所有研究的肌肉和对,RMS 和 CT 与 CA、LA 和 ISD 呈负相关(r = -0.0001--0.4611),与 ST 呈正相关(r = 0.004-0.511)。然而,这些相关性几乎都没有统计学意义(p > 0.05)。这些发现表明,使用加速度计记录和量化的肘部屈肌 MMG 信号的 RMS 和 CT 值似乎不受人体测量参数的影响。