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 :
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