Temporal Postural Synergies of the Hand in Rapid Grasping Tasks

被引:30
|
作者
Vinjamuri, Ramana [1 ]
Sun, Mingui [2 ,3 ,4 ]
Chang, Cheng-Chun [5 ]
Lee, Heung-No [6 ]
Sclabassi, Robert J. [7 ]
Mao, Zhi-Hong [8 ,9 ]
机构
[1] Univ Pittsburgh, Dept Phys Med & Rehabil, Pittsburgh, PA 15213 USA
[2] Univ Pittsburgh, Dept Neurol Surg, Pittsburgh, PA 15213 USA
[3] Univ Pittsburgh, Dept Elect & Comp Engn, Pittsburgh, PA 15213 USA
[4] Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15213 USA
[5] Natl Taipei Univ Technol, Dept Elect Engn, Taipei 106, Taiwan
[6] Gwangju Inst Sci & Technol, Dept Informat & Commun, Kwangju 500712, South Korea
[7] Computat Diagnost Inc, Pittsburgh, PA 15213 USA
[8] Univ Pittsburgh, Dept Elect & Comp Engn, Pittsburgh, PA 15261 USA
[9] Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15261 USA
基金
美国国家科学基金会;
关键词
Brain-computer interface (BCI); grasping; kinematic synergies; postural synergies; rehabilitation; virtual reality; MOTOR CONTROL; MOVEMENTS; COMBINATIONS; PRIMITIVES; PATTERNS; REACH;
D O I
10.1109/TITB.2009.2038907
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Postural synergies of the hand have been widely proposed in the literature, but only a few attempts were made to visualize temporal postural synergies, i.e., profiles of postural synergies varying over time. This paper aims to derive temporal postural synergies from kinematic synergies extracted from joint angular velocity profiles of rapid grasping movements. The rapid movements constrain the kinematic synergies to combine instantaneously, and thus, the movements can be approximated by a weighted summation of synchronous synergies. After being extracted by using singular value decomposition, the synchronous kinematic synergies were translated into temporal postural synergies, which revealed strategies of enslaving, metacarpal flexion for larger movements, and hierarchical recruitment of joints, adapted by subjects while grasping.
引用
收藏
页码:986 / 994
页数:9
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