Re-optimization Contributes to the Adaption of External VF Field

被引:0
作者
Fu, Chunjiang [1 ]
Wang, Rubin [1 ]
Cao, Jianting [1 ]
机构
[1] East China Univ Sci & Technol, Inst Cognit Neurodynam, Shanghai 200237, Peoples R China
来源
ADVANCES IN COGNITIVE NEURODYNAMICS (II) | 2011年
基金
中国国家自然科学基金;
关键词
Motor adaption; Velocity-dependent force field; Feedfoward compensation; Neuro-musculo-skeletal biomechanical model; Optimal control; MOTOR ADAPTATION; ARM MOVEMENTS; DYNAMICS;
D O I
10.1007/978-90-481-9695-1_75
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The computational model of Franklin et al. (J. Neurosci., 28(44) 2008, 11165-11173) describes the adaptation of human arm movement to the external force field with lower-level feed-forward module for compensation. While this paper proposes another possible option that when the environment can be expressed in the internal model, the upper-level optimal control module can directly play the role of feedforward compensation merely via tuning two corresponding parameters: the co-contraction level r between a pair of antagonistic muscles and the parameter reflecting the force field during optimal calculation. To verify this idea, this paper imposes velocity -dependent force field in the simulation on the neruo-musculo-skeletal biomechanical model using optimal control method. Qualitatively, the outcome is consistent with the experimental references.
引用
收藏
页码:473 / 477
页数:5
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