Title :
On iterative learning control for simultaneous force/position trajectory tracking by using a 5 D.O.F. robotic thumb under non-holonomic rolling constraints
Author :
Tahara, Kenji ; Arimoto, Suguru ; Sekimoto, Masahiro ; Yoshida, Morio ; Luo, Zhi-wei
Author_Institution :
Organ. for the Promotion of Advenced Res., Kyushu Univ., Fukuoka
Abstract :
This paper proposes an iterative learning control method for simultaneous force/position tracking tasks by using a 5 D.O.F. robotic thumb under non-holonomic rolling constraints. In our previous works, "blind touching", which is defined as a point-to-point control scheme for the robot to realize a desired contact position and a contact force simultaneously without any external sensing, have proposed. In this paper, an iterative learning control manner to realize a desired continuous trajectory of the center of the contact point together with a desired contact force on the task plane is proposed. The usefulness of this learning control method is demonstrated by showing results of computer simulations.
Keywords :
iterative methods; learning (artificial intelligence); position control; robots; blind touching; force trajectory tracking; iterative learning control; nonholonomic rolling constraints; position trajectory tracking; robotic thumb; Automatic control; Deformable models; Force control; Iterative methods; Optimal control; Position control; Robot sensing systems; Robotics and automation; Thumb; Trajectory;
Conference_Titel :
Robotics and Automation, 2008. ICRA 2008. IEEE International Conference on
Conference_Location :
Pasadena, CA
Print_ISBN :
978-1-4244-1646-2
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2008.4543606