Position-Velocity Categorization of Time-Frequency Coherence for the Analysis of Muscle Coordination Dynamics of Elbow Joint During Low Force Movements in Healthy Children

A. Pérez-Sanpablo, E. R. Avila, Alicia Meneses Peñaloza, C. Disselhorst-Klug, S. Becker, J. Zannatha, J. Gutiérrez-Martínez
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引用次数: 2

Abstract

In this study we used a method based on joint position and velocity categorization of time frequency coherence calculated using the pseudo smoothed Wigner-Ville distribution (PSWVD). PSWVD is applied to one experimental data set of sEMG signals during voluntary isotonic elbow movements in healthy children. Nine healthy children (age range 6-13 years old) were assessed. Time-frequency coherence of each muscle were divided into ten joint angle categories (0°-130°) and five joint angular velocity categories (0°/s to 1097°/s) based on elbow kinematic data. Effects of load configurations, elbow position, elbow velocity and muscle pairs were analyzed by ANOVA tests. Findings suggest the existence of a common muscle coordination dynamics between antagonistic muscles of elbow joint which may be helpful to understand neuromusculoskeletal deficits and to evaluate and to design interventions for neuromusculoskeletal diseases.
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健康儿童低力运动中肘关节肌肉协调动力学的时频相干位置-速度分类分析
本文采用了一种基于位置和速度联合分类的时频相干度计算方法,该方法采用伪平滑Wigner-Ville分布(PSWVD)计算。将PSWVD应用于健康儿童自愿等张肘运动时的肌电信号实验数据集。对9名健康儿童(6-13岁)进行了评估。基于肘关节运动数据,将每块肌肉的时频相干性划分为10个关节角度类别(0°~ 130°)和5个关节角速度类别(0°/s ~ 1097°/s)。通过方差分析分析负荷配置、肘部位置、肘部速度和肌肉对的影响。研究结果提示肘关节拮抗肌肉之间存在共同的肌肉协调动力学,这可能有助于理解神经肌肉骨骼缺陷,并有助于评估和设计神经肌肉骨骼疾病的干预措施。
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