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QUANTIFICATION OF UPPER-BODY SYNERGIES: A CASE COMPARISON FOR STROKE AND NON-STROKE VICTIMS

机译:上身协同效应的量化:中风和非中风受害者的案例比较

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Motion synergies are principal components of the movement, obtained as combinations of joint degrees of freedom, that account for common postures of the human body. These synergies are usually obtained by capturing the motion of the human joints and reducing the dimensionality of the joint space with techniques such as principal component analysis. In this work, an experimental procedure to investigate the synergies of the upper body is developed and the results of the pilot study are shown. The upper-limb kinematics includes the joint complexes of the hand, wrist, forearm, elbow, and shoulder. The different kinematic models in the literature have been reviewed, and a serial chain is considered from the upper arm. A three degree of freedom (3-DOF) linkage containing two revolute joints and one prismatic joint has been chosen to simulate the shoulder motion. A spherical joint represents the Glenohumeral (GH) joint; the elbow and ulna-radius rotations are represented by two revolute joints and the wrist is modeled with two revolute joints. The hand has a tree structure and branches into the individual phalanges, with a 2-dof MCP joint and single R joints for the rest of the phalangeal joints. The data are collected using motion capture and the joint angles are calculated using a combination of dimensional synthesis and inverse kinematics. Principal component analysis can be used to extract the synergies for a set of previously-selected motions. The motions are performed by healthy subjects and subjects who have suffered stroke, in order to see the changes in the motion primitives. It is expected that this study will help quantify and classify some of the loss of motion due to stroke.
机译:运动协同作用是运动的主要组成部分,是关节自由度的组合,说明了人体的常见姿势。这些协同作用通常是通过捕获人体关节的运动并使用诸如主成分分析之类的技术来减小关节空间的尺寸而获得的。在这项工作中,开发了研究上身协同作用的实验程序,并显示了初步研究的结果。上肢运动学包括手,腕,前臂,肘和肩膀的关节复合体。已经审查了文献中的不同运动学模型,并从上臂考虑了串联链。已选择包含两个旋转关节和一个棱柱形关节的三自由度(3-DOF)连杆来模拟肩部运动。球形关节代表Glenohumeral(GH)关节;肘关节和尺骨半径旋转由两个旋转关节表示,手腕由两个旋转关节建模。手具有树形结构,并分支成单个指骨,带有2-dof MCP关节和单个R关节,用于其余的指骨关节。使用运动捕捉来收集数据,并使用尺寸合成和逆运动学的组合来计算关节角度。主成分分析可用于提取一组先前选择的运动的协同作用。运动是由健康受试者和遭受中风的受试者执行的,以便观察运动原语的变化。可以预期,这项研究将有助于量化和分类由于中风引起的一些运动损失。

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