Model based inertial sensing of human body motion kinematics in sit-to-stand movement

Model based inertial sensing of human body motion kinematics in sit-to-stand movement
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DOI:
10.1016/j.simpat.2008.05.005
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发表时间:
2008-09-01
影响因子:
4.2
通讯作者:
Munih, Marko
Munih, Marko
中科院分区:
计算机科学2区
文献类型:
--
作者:
Music, Josip;Kamnik, Roman;Munih, Marko

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The paper presents the design and validation of a three-segment human body model. The model is aimed at the reconstruction of motion trajectories of the shank, thigh and HAT (Head-Arms-Trunk) segments in sit-to-stand-motion using low cost inertial sensors. For this purpose the Extended Kalman filter is applied for fusion of model data and data acquired through measurements. The simplifications, like motion constraint to sagittal plane, symmetry of movement and assumption of ideal joints are introduced in the model. Model validation was performed on simulated data and on measurements data acquired with the Optotrak optical motion analysis system. Obtained results are presented and discussed. (C) 2008 Elsevier B.V. All rights reserved.