Forward and inverse dynamics modeling of human shoulder-arm musculoskeletal system with scapulothoracic constraint

被引:6
|
作者
Hu, Tingli [1 ,2 ]
Kuehn, Johannes [1 ,2 ]
Haddadin, Sami [1 ,2 ]
机构
[1] Tech Univ Munich, Chair Robot Sci & Syst Intelligence, Munich, Germany
[2] Tech Univ Munich, Munich Sch Robot & Machine, Munich, Germany
基金
欧盟地平线“2020”;
关键词
Human upper limb; musculoskeletal model; scapulothoracic constraint; forward dynamics; Hill-type muscle; EMG; MUSCLE FORCES; JOINT MOMENTS; SIMULATION; MOVEMENTS;
D O I
10.1080/10255842.2020.1764945
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this work, we extend the modeling techniques of human shoulder-arm musculoskeletal dynamics by 1) proposing an extended model with 12 joint degrees of freedom and 27 muscles (modeled as 42 musculotendinous actuators) that is capable of most physiologically and anatomically possible movements, 2) proposing a forward dynamics model driven by muscle activation, where the scapulothoracic constraint is formulated as an anatomically consistent force field, and 3) applying the state-of-the-art inverse dynamics solution on this model. We experimentally validate it against electromyograms for 10 activities of daily living. This validated shoulder-arm musculoskeletal model may e.g., serve as a reference plant model in studying human motor control or as part of a human simulator in the future.
引用
收藏
页码:785 / 803
页数:19
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