Title :
Dynamic parameter identification for the CRS A460 robot
Author :
Radkhah, Katayon ; Kulic, Dana ; Croft, Elizabeth
Author_Institution :
Univ. of British Columbia, Vancouver
fDate :
Oct. 29 2007-Nov. 2 2007
Abstract :
Dynamic Parameter Identification is a useful tool for developing and evaluating robot control strategies. However, a multi degree of freedom robot arm has many parameters, and the process of determining them is challenging. Much research has been done in this area and experimental methods have been applied on several robot arms. To our knowledge, there is currently no set of inertial parameters, either by modelling or by estimation, available for the CRS A460/A465 arm, a popular laboratory table top robot. In this paper we review and compare a number of methods for dynamic parameter identification and for generating trajectories suitable for estimating the identifiable dynamic parameters of a given robot. We then present a step by step process for dynamic parameter identification of a serial manipulator, and demonstrate this process by experimentally identifying the dynamic parameters of the CRS A460 robot.
Keywords :
manipulators; parameter estimation; position control; CRS A460 robot; dyanmic parameter identification; laboratory table top robot; robot arm; robot control strategy; serial manipulator; Acceleration; Intelligent robots; Kinematics; Laboratories; Manipulator dynamics; Manufacturing; Maximum likelihood estimation; Mechanical engineering; Parameter estimation; Robot sensing systems;
Conference_Titel :
Intelligent Robots and Systems, 2007. IROS 2007. IEEE/RSJ International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-0912-9
Electronic_ISBN :
978-1-4244-0912-9
DOI :
10.1109/IROS.2007.4399314