在人类三关节手臂运动中再现指尖轨迹和手臂姿势的计算模型:最小肌肉应力变化模型。

IF 1.6 4区 工程技术 Q3 COMPUTER SCIENCE, CYBERNETICS
Masazumi Katayama
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引用次数: 0

摘要

先前关于解决人类手臂运动选择问题的计算原理的研究主要集中在与肩关节和肘关节两关节运动相关的手部轨迹上。此外,只有少数计算模型,考虑肌肉骨骼系统,已被调查。从这个角度来看,最小肌肉应力变化模型评估了指尖轨迹和手臂姿势在水平面上的三关节运动,包括手腕关节旋转。采用具有八块肌肉的三关节臂的肌肉骨骼模型进行优化计算,确定最佳的手臂运动。结果表明,与最小角跳模型和最小转矩变化模型相比,该模型能较好地再现实测的指尖轨迹和手臂姿态。此外,最小肌肉应力变化模型对关节粘度、生理横截面积和力臂的不同取值误差较小,导致这些参数的依赖性较小。相比之下,最小转矩变化模型在低粘度条件下产生了相当大的误差。因此,最小肌肉应力变化模型已成为阐明计算原理的一个有希望的候选模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Computational model to reproduce fingertip trajectories and arm postures during human three-joint arm movements: minimum muscle-stress-change model.

Computational model to reproduce fingertip trajectories and arm postures during human three-joint arm movements: minimum muscle-stress-change model.

Computational model to reproduce fingertip trajectories and arm postures during human three-joint arm movements: minimum muscle-stress-change model.

Computational model to reproduce fingertip trajectories and arm postures during human three-joint arm movements: minimum muscle-stress-change model.

Previous studies on the computational principle for solving the movement selection problem for the human arm have primarily focused on hand trajectories associated with the two-joint movements of the shoulder and elbow joints. Further, only a few computational models, that consider the musculoskeletal system, have been investigated. From this perspective, a minimum muscle-stress-change model was evaluated for the fingertip trajectories and arm postures during three-joint movements in the horizontal plane, including wrist joint rotation. A musculoskeletal model of a three-joint arm with eight muscles was used to perform the optimization calculations that determine the optimal arm movements. Results show that the computational model can reproduce the measured fingertip trajectories and arm postures to an equal or greater extent compared with the minimum angular-jerk model and the minimum torque-change model. Furthermore, the errors of the minimum muscle-stress-change model remained small for different values of joint viscosity, physiological cross-sectional areas, and moment arms, resulting in a small dependency of these parameters. In contrast, the minimum torque-change model resulted in considerable errors under low-viscosity conditions. Consequently, the minimum muscle-stress-change model has emerged as a promising candidate for elucidating the computational principle.

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来源期刊
Biological Cybernetics
Biological Cybernetics 工程技术-计算机:控制论
CiteScore
3.50
自引率
5.30%
发文量
38
审稿时长
6-12 weeks
期刊介绍: Biological Cybernetics is an interdisciplinary medium for theoretical and application-oriented aspects of information processing in organisms, including sensory, motor, cognitive, and ecological phenomena. Topics covered include: mathematical modeling of biological systems; computational, theoretical or engineering studies with relevance for understanding biological information processing; and artificial implementation of biological information processing and self-organizing principles. Under the main aspects of performance and function of systems, emphasis is laid on communication between life sciences and technical/theoretical disciplines.
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