Title :
Adaptive identification of the environment characteristics in the contact tasks
Author :
Tuneski, Atanasko ; Babunski, Darko
Author_Institution :
Fac. of Mech. Eng., UKIM, Skopje
Abstract :
An adaptive algorithm for identification of the unknown parameters of the dynamic environment in contact tasks is proposed in this paper using the augmented least square estimation method. An approximate environment digital simulator for the continuous environment dynamics is derived, i.e. a discrete transfer function which has the approximately the same characteristics as the continuous environment dynamics is found. For solving this task a method named hold equivalence is used. The general model of the environment dynamics is given. The environment dynamics is represented by second order models with parameter uncertainties
Keywords :
digital simulation; least squares approximations; manipulators; parameter estimation; transfer functions; adaptive identification; approximate environment digital simulator; augmented least square estimation method; continuous environment dynamics; discrete transfer function; dynamic environment; second order model; Adaptive algorithm; Control system synthesis; Force control; Iron; Least squares approximation; Manipulator dynamics; Mechanical engineering; Motion control; Robot kinematics; Stability;
Conference_Titel :
Emerging Technologies and Factory Automation, 2005. ETFA 2005. 10th IEEE Conference on
Conference_Location :
Catania
Print_ISBN :
0-7803-9401-1
DOI :
10.1109/ETFA.2005.1612538