DocumentCode
2045766
Title
Control of Instantaneously Coupled Systems applied to humanoid walking
Author
Whitman, Eric C. ; Atkeson, Christopher G.
Author_Institution
Robot. Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
fYear
2010
fDate
6-8 Dec. 2010
Firstpage
210
Lastpage
217
Abstract
This paper presents an optimal controller for an Instantaneously Coupled System (ICS) which was designed by coordinating multiple lower-dimensional optimal controllers. We augmented subsystems of the ICS with coordination variables, and then used value functions to coordinate the augmented subsystems by managing tradeoffs of the coordination variables. We apply this method to humanoid walking and present a controller for a 3D simulation that uses multiple coordinated policies generated using Dynamic Programming. Additionally, we present simulated walking perturbation experiments as well as standing balance results from a force-controlled humanoid robot.
Keywords
dynamic programming; gait analysis; humanoid robots; optimal control; perturbation techniques; simulation; 3D simulation; augmented subsystem; coordination variable; dynamic programming; force controlled humanoid robot; humanoid walking; instantaneously coupled system; lower dimensional optimal controller; multiple coordinated policy; simulated walking perturbation; value functions; Acceleration; Approximation methods; Couplings; Foot; Joints; Legged locomotion; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Humanoid Robots (Humanoids), 2010 10th IEEE-RAS International Conference on
Conference_Location
Nashville, TN
Print_ISBN
978-1-4244-8688-5
Electronic_ISBN
978-1-4244-8689-2
Type
conf
DOI
10.1109/ICHR.2010.5686339
Filename
5686339
Link To Document