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ARUP; ISBN: 978-0-9562121-5-3 - CMBBE 2012 - Cardiff University

ARUP; ISBN: 978-0-9562121-5-3 - CMBBE 2012 - Cardiff University

ARUP; ISBN: 978-0-9562121-5-3 - CMBBE 2012 - Cardiff University

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Figure 1: A three-step process simulation to compute joint loads and muscle forces from a<br />

musculoskeletal model of the hand and forearm.<br />

- Firstly, an accurate musculoskeletal model of the hand and forearm has been<br />

designed under the LifeMOD simulation software (MSC Software Inc., Santa<br />

Ana, CA, USA). The model is composed of 21 segments, 21 joints providing 26<br />

degrees of freedom, and 46 muscle units.<br />

- Secondly, motion capture data are imported in the modeling software.<br />

Kinematical data have been recorded during three manual tasks: a maximal<br />

grasping task, a maximal pressing task for digit 3 and a disk gripping task. An<br />

optoelectronic system (VICON, Oxford Metrics Ltd, Oxford, UK) was used to<br />

track the position of passive markers in three dimensions. This system is<br />

composed of 7 infrared cameras with a resolution of 16 megapixels which<br />

recorded the position of 43 reflective markers of 3 mm-size attached to different<br />

bony landmarks on hand and forearm segments. During these experiments, EMG<br />

acquisitions of flexor digitorum superficialis (FDS) and extensor digitorum<br />

communis (EDC) have been performed. Moreover, a manual dynamometer<br />

enabled to record external forces during maximal grasping and pressing tasks<br />

(see Fig. 2).<br />

Figure 2: Manual tasks recorded during motion capture experiments: maximal grasping<br />

(a), disk gripping (b) and maximal pressing (c).<br />

- Thirdly, an inverse-to-forward dynamics simulation is run. Based on real<br />

kinematical data, the inverse dynamics simulation is firstly done to drive the<br />

model whereas the trainable elements in joints and muscles record joint<br />

angulations and muscle-contraction histories. Then these recordable elements<br />

are replaced with trained active elements in a subsequent forward dynamics<br />

simulation based on proportional derivative servo controllers. During the<br />

simulation, contact forces are also computed using an ellipsoid-plate contact

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