Title :
An optimal control model for human postural regulation
Author :
Li, Yao ; Levine, William S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Maryland at Coll. Park, College Park, MD, USA
Abstract :
This paper proposes a convex optimal control problem as a mathematical model of human postural control during quiet standing. The human body is modeled as a two-segment inverted pendulum controlled by a single ankle torque. Several performance criteria that are quartic in the state and quadratic in the control are utilized. The discrete-time approximation to each of these problems is a convex programming problem. These problems were solved by the Newton-KKT method. The solutions are shown to exhibit many of the experimentally observed postural control phenomena, especially greater sway than would occur with a linear feedback control without delay.
Keywords :
discrete time systems; nonlinear systems; optimal control; pendulums; torque control; convex programming problem; discrete-time approximation; human postural regulation; linear feedback control; mathematical model; optimal control; quiet standing; single ankle torque; two-segment inverted pendulum; Automatic control; Biological system modeling; Control systems; Delay; Feedback control; Humans; Mathematical model; Optimal control; Torque control; USA Councils;
Conference_Titel :
American Control Conference, 2009. ACC '09.
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-4523-3
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2009.5160043