Title :
Dynamic motion capture and edition using a stack of tasks
Author :
Ramos, Oscar E. ; Saab, Layale ; Hak, Sovannara ; Mansard, Nicolas
Author_Institution :
LAAS, Univ. of Toulouse, Toulouse, France
Abstract :
This paper presents a complete methodology to quickly reshape a dynamic motion demonstrated by a human and to adapt the dynamics of the human to the dynamics of the robot. The method uses an inverse dynamics control scheme with a quadratic programming optimization solver. The motion data recorded using a motion capture system is introduced into the control scheme as a reference posture task to be followed by the joints trajectory respecting the dynamic limitations as well as the contact constraints. The motion is further modified using arbitrary tasks to let the robot imitate the original motion more closely or to make voluntary changes for aesthetic reasons. The results show the method applied to the humanoid robot HRP-2 imitating a human "pop dance".
Keywords :
human-robot interaction; humanoid robots; motion control; pose estimation; quadratic programming; robot dynamics; HRP-2 robot; contact constraints; dynamic motion capture system; dynamic motion reshaping; human pop dance; humanoid robot; inverse dynamics control scheme; motion data; quadratic programming optimization solver; robot dynamics; Dynamics; Joints; Knee; Optimization; Robot kinematics; Trajectory;
Conference_Titel :
Humanoid Robots (Humanoids), 2011 11th IEEE-RAS International Conference on
Conference_Location :
Bled
Print_ISBN :
978-1-61284-866-2
Electronic_ISBN :
2164-0572
DOI :
10.1109/Humanoids.2011.6100829