Title :
Observability index selection for robot calibration
Author :
Sun, Yu ; Hollerbach, John M.
Author_Institution :
Sch. of Comput., Univ. of Utah, Salt Lake City, UT
Abstract :
This paper relates 5 observability indexes for robot calibration to the "alphabet optimalities" from the experimental design literature. These 5 observability indexes are shown to be the upper and lower bounds of one another. All observability indexes are proved to be equivalent when the design is optimal after a perfect column scaling. It is shown that when the goal is to minimize the variance of the parameters, D-optimality is the best criterion. When the goal is to minimize the uncertainty of the end-effector position, E-optimality is the best criterion. It is proved that G-optimality is equivalent to E-optimality for exact design.
Keywords :
end effectors; observability; optimal control; position control; D-optimality; E-optimality; G-optimality; alphabet optimalities; end-effector position; observability index selection; robot calibration; Calibration; Design for experiments; Equations; Jacobian matrices; Kinematics; Observability; Robotics and automation; Robots; Sun; USA Councils;
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.2008.4543308