DocumentCode
3314638
Title
Gain scheduled control of perturbed standing balance
Author
Xing, Dengpeng ; Atkeson, Christopher G. ; Su, Jianbo ; Stephens, Benjamin J.
Author_Institution
Dept. of Autom., Shanghai Jiao Tong Univ., Shanghai, China
fYear
2010
fDate
18-22 Oct. 2010
Firstpage
4063
Lastpage
4068
Abstract
This paper develops full-state parametric controllers for standing balance of humanoid robots in response to impulsive and constant pushes. We also explore a hypothesis that postural feedback gains in standing balance should change with perturbation size. From an engineering point of view this is known as gain scheduling. We use an optimization approach to see if feedback gains should scale with the perturbation for a simulated robot. We simulate models in the sagittal and lateral plane and in 3-dimensions, use a horizontal push of a given size, direction and location as a perturbation, and optimize parametric controllers for different push sizes, directions and locations. During a simulated perturbation experiment, the appropriate controller is continuously selected based on the current push. For an impulse, the simulated robot recovers back to the initial state; for a constant push, the robot moves to an equilibrium position which leans into the push and has zero joint torques. We show the performance of optimized parametric controllers in response to different external pushes.
Keywords
feedback; humanoid robots; nonlinear systems; optimisation; perturbation techniques; feedback gains; full-state parametric controllers; gain scheduled control; humanoid robots; optimization; perturbation size; perturbed standing balance; postural feedback; simulated robot;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference on
Conference_Location
Taipei
ISSN
2153-0858
Print_ISBN
978-1-4244-6674-0
Type
conf
DOI
10.1109/IROS.2010.5650351
Filename
5650351
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