Title :
Workspace acceleration based MDOF motion control in redundant manipulators
Author :
Kobayashi, Nao ; Murakami, Toshiyuki
Author_Institution :
Grad. Sch. of Sci. & Eng., Univ. of Keio, Yokohama, Japan
Abstract :
In this paper, an acceleration sensor is utilized to calculate the absolute acceleration and velocity of the end-effector of a redundant 3-link planar manipulator. Generally speaking, the measurement of the acceleration sensor includes high-frequency noise and initial bias error, so a linear Kalman filter is applied to estimate exact acceleration information of the manipulator. In addition, joint-space disturbance observer (DOB) and work-space disturbance observer (WOB) are utilized to compensate the disturbance in joint-space and work-space respectively. The reliable estimated acceleration information from acceleration sensor is used in WOB under assumption that the absolute acceleration information makes WOB more effective to estimate disturbances in work-space in some cases. To evaluate the accuracy of the tip-position control using the estimated values of the acceleration information, some kinds of simulations and experiments are conducted in this research.
Keywords :
Kalman filters; acceleration control; compensation; motion control; observers; position control; redundant manipulators; sensors; DOB; MDOF motion control; WOB; acceleration information; acceleration sensor; bias error; compensation; high-frequency noise; joint-space disturbance observer; linear Kalman filter; redundant 3-link planar manipulator; tip-position control; work-space disturbance observer; workspace acceleration; Acceleration; Kalman filters; Manipulator dynamics; Noise; Observers; Robot sensing systems;
Conference_Titel :
Industrial Electronics (ISIE), 2014 IEEE 23rd International Symposium on
Conference_Location :
Istanbul
DOI :
10.1109/ISIE.2014.6864627