Title :
Time-effective direct dynamics identification of parallel manipulators for model-based feedforward control
Author :
Abdellatif, Houssem ; Heimann, Bodo ; Holz, Christian
Author_Institution :
Hannover Center of Mechatronics, Hannover Univ.
Abstract :
Model-based control of robotic manipulators necessitates accurately parameterized models. This issue is especially important for complex and coupled mechanisms like parallel manipulators. This paper provides a methodology that permits the estimation of model parameters in a time-inexpensive manner. Due to the limited workspace, a bounded and periodic excitation trajectory is advantageous. Only one measurement procedure is necessary for accurate identification, which is carried out by means of the Markov estimator. Rigid-body and friction models are identified and integrated in a feedforward control. The success, accuracy and robustness of the proposed methodology are substantiated with a multitude of experimental results
Keywords :
Markov processes; feedforward; friction; manipulator dynamics; parameter estimation; Markov estimator; bounded trajectory; complex mechanisms; coupled mechanisms; friction models; mechatronic systems; model parameters estimation; model-based feedforward control; parallel manipulators; periodic excitation trajectory; rigid-body models; robotic manipulators; time-effective direct dynamics identification; time-inexpensive manner; Control systems; Friction; Kinematics; Manipulator dynamics; Mechatronics; Parallel robots; Parameter estimation; Predictive models; Robot control; Service robots;
Conference_Titel :
Advanced Intelligent Mechatronics. Proceedings, 2005 IEEE/ASME International Conference on
Conference_Location :
Monterey, CA
Print_ISBN :
0-7803-9047-4
DOI :
10.1109/AIM.2005.1511077