Title :
Redundancy resolution for dual-arm robots inspired by human asymmetric bimanual action: Formulation and experiments
Author :
Jinoh Lee ; Pyung Hun Chang
Author_Institution :
Dept. of Adv. Robot., Ist. Italiano di Tecnol., Genoa, Italy
Abstract :
This paper proposes an optimization method for dual-arm robots, inspired by a study on human asymmetric bimanual action called Guiard´s principle which states that when humans perform asymmetric bimanual tasks, the right hand (as the lateral preference) performs a fine motion (and force) resolution, while the left hand performs a coarse resolution. To effectively transfer the human bimanual-task knowledge to dual-arm robots, we proposed a cost function, based on task-compatibility index, which is used to set the desired motion and force resolution for each end-effector of the dual-arm according to its role in the bimanual action. Thus the right-arm posture is optimized such that the tool attached to its end-effector can exert fine motion and force. And the left-arm posture is optimized to assume a strong and dynamic structural support for the right arm action. We experimentally compare the proposed cost function against previous methods for dual-arm robots using two six degrees-of-freedom torque-controlled manipulators. The control performance, when mimicking Guiard´s principle shows considerably better results.
Keywords :
end effectors; force control; manipulator dynamics; motion control; optimisation; position control; 6 degrees-of-freedom torque-controlled manipulators; Guiard principle; coarse resolution; cost function; dual-arm robots; dynamic structural support; end-effector; fine motion resolution; force resolution; human asymmetric bimanual action; human bimanual-task knowledge transfer; redundancy resolution; right-arm posture optimization; task-compatibility index; Cost function; Force; Indexes; Jacobian matrices; Manipulators; Robot kinematics;
Conference_Titel :
Robotics and Automation (ICRA), 2015 IEEE International Conference on
Conference_Location :
Seattle, WA
DOI :
10.1109/ICRA.2015.7140049