Zhou Ping, Rymer William Zev
Sensory Motor Performance Program, Rehabilitation Institute of Chicago, Chicago, IL 60611, USA.
J Neural Eng. 2004 Jun;1(2):99-110. doi: 10.1088/1741-2560/1/2/005. Epub 2004 Jun 14.
The relations between motor unit global firing rates and established quantitative measures for processing the surface electromyogram (EMG) signals were explored using a simulation approach. Surface EMG signals were simulated using the reported properties of the first dorsal interosseous muscle in man, and the models were varied systematically, using several hypothetical relations between motor unit electrical and force output, and also using different motor unit firing rate strategies. The utility of using different EMG processing parameters to help estimate global motor unit firing rate was evaluated based on their relations to the number of motor unit action potentials (MUAPs) in the simulated surface EMG signals. Our results indicate that the relation between motor unit electrical and mechanical properties, and the motor unit firing rate scheme are all important factors determining the form of the relation between surface EMG amplitude and motor unit global firing rate. Conversely, these factors have less impact on the relations between turn or zero-crossing point counts and the number of MUAPs in surface EMG. We observed that the number of turn or zero-crossing points tends to saturate with the increase in the MUAP number in surface EMG, limiting the utility of these measures as estimates of MUAP number. The simulation results also indicate that the mean or median frequency of the surface EMG power spectrum is a poor indicator of the global motor unit firing rate.
采用模拟方法探讨了运动单位整体放电率与处理表面肌电图(EMG)信号的既定定量指标之间的关系。利用已报道的人体第一背侧骨间肌的特性模拟表面EMG信号,并系统地改变模型,采用运动单位电输出与力输出之间的几种假设关系,以及不同的运动单位放电率策略。基于不同EMG处理参数与模拟表面EMG信号中运动单位动作电位(MUAPs)数量的关系,评估了使用不同EMG处理参数帮助估计整体运动单位放电率的效用。我们的结果表明,运动单位的电特性与机械特性之间的关系以及运动单位放电率方案都是决定表面EMG幅度与运动单位整体放电率之间关系形式的重要因素。相反,这些因素对表面EMG中转折或过零点计数与MUAPs数量之间的关系影响较小。我们观察到,随着表面EMG中MUAP数量的增加,转折或过零点的数量趋于饱和,限制了这些测量作为MUAP数量估计的效用。模拟结果还表明,表面EMG功率谱的平均频率或中位数频率是整体运动单位放电率的一个较差指标。