DocumentCode
2566733
Title
The coordinated regulation of posture during quiet standing
Author
Li, Yao ; Levine, William S.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Maryland at Coll. Park, College Park, MD, USA
fYear
2010
fDate
15-17 Dec. 2010
Firstpage
6046
Lastpage
6051
Abstract
This paper proposes the hypothesis that postural regulation by a quietly standing human can be modeled as the solution to an optimal control problem. The performance measure being minimized is the sum of a quadratic term in the controls and either the center of pressure or the horizontal projection of the center of gravity raised to the fourth power. To test this hypothesis the human body is modeled by a system of three rigid links, jointed at the ankle and hip, moving only in the sagittal plane. We have solved the resulting constrained nonlinear optimal control problem by means of the same method used in Model Predictive Control. Simulations of the optimal control demonstrate qualitative agreement to the joint angle trajectories observed experimentally.
Keywords
biomechanics; constraint theory; medical control systems; nonlinear control systems; optimal control; position control; predictive control; pressure control; shear modulus; constrained nonlinear optimal control; horizontal projection; human body model; joint angle trajectory; model predictive control; postural regulation; pressure control; quietly standing human; rigid link; sum of quadratic term; Hip; Humans; Joints; Mathematical model; Noise level; Optimal control; Torque;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location
Atlanta, GA
ISSN
0743-1546
Print_ISBN
978-1-4244-7745-6
Type
conf
DOI
10.1109/CDC.2010.5717108
Filename
5717108
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