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

被引：0

作者：

Perez Sanpablo, Alberto Isaac ^{[1
,2
,3
]}

Avila, Elisa Romero ^{[4
]}

Penaloza, Alicia Meneses ^{[5
]}

Disselhorst-Klug, Catherine ^{[4
]}

Becker, Sebastian ^{[4
]}

Ibarra Zannatha, Juan Manuel ^{[1
]}

Gutierrez Martinez, Josefina ^{[6
]}

机构：

[1] CINVESTAV, Automat Control Dept, Mexico City, DF, Mexico

[2] CINVESTAV, Human Mot Anal Lab, Mexico City, DF, Mexico

[3] Natl Inst Rehabil, Mexico City, DF, Mexico

[4] Rhein Westfal TH Aachen, Rehabil & Prevent Engn Dept, Aachen, Germany

[5] Natl Inst Rehabil, Pediat Rehabil Dept, Mexico City, DF, Mexico

[6] Natl Inst Rehabil, Med Engn Dept, Mexico City, DF, Mexico

来源：

2018 15TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, COMPUTING SCIENCE AND AUTOMATIC CONTROL (CCE) | 2018年

关键词：

time-frequency coherence; surface electromyography; elbow joint; Wigner-Ville distribution; children; INTERMUSCULAR COHERENCE; MODULAR CONTROL; SYNCHRONIZATION; WALKING;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

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 (0 430) and five joint angular velocity categories (0 degrees/s to 1097 degrees/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.

引用

页数：6