Robust dynamic experimental identification of robots with set membership uncertainty

This paper focuses on robust dynamic identification of robots with set membership uncertainty. The error, taken additive on model output (input motor torque), is only assumed to be bounded. Three bounded-error recursive algorithms are implemented to outer-bound the solution parameter set with ellipsoids or parallelotopes. Experimental results are presented for a two degrees-of-freedom SCARA robot.

[1]  Gustavo Belforte,et al.  Parameter estimation algorithms for a set-membership description of uncertainty , 1990, Autom..

[2]  M. Gautier,et al.  Exciting Trajectories for the Identification of Base Inertial Parameters of Robots , 1991, [1991] Proceedings of the 30th IEEE Conference on Decision and Control.

[3]  M. Gautier,et al.  Exciting Trajectories for the Identification of Base Inertial Parameters of Robots , 1992 .

[4]  A. Vicino,et al.  Sequential approximation of feasible parameter sets for identification with set membership uncertainty , 1996, IEEE Trans. Autom. Control..

[5]  Carlos Canudas de Wit,et al.  Theory of Robot Control , 1996 .

[6]  Eric Walter,et al.  Identification of Parametric Models: from Experimental Data , 1997 .

[7]  Jan Swevers,et al.  Optimal robot excitation and identification , 1997, IEEE Trans. Robotics Autom..

[8]  Z. S. Chalabi,et al.  Computing bounds on greenhouse energy requirements using bounded error approach , 1998 .

[9]  Maxime Gautier,et al.  Extended Kalman Filtering and Weighted Least Squares Dynamic Identification of Robot , 2000 .

[10]  Eric Walter,et al.  Set-Membership Estimation with the Trace Criterion made Simpler than with the Determinant Criterion , 2000 .

[11]  G. Calafiore,et al.  Robust calibration and control of robotic manipulators , 2000, Proceedings of the 2000 American Control Conference. ACC (IEEE Cat. No.00CH36334).

[12]  K. Kurien Issac,et al.  Identification for the robust control of robot manipulators , 2001 .

[13]  Henrik Gordon Petersen,et al.  A new method for estimating parameters of a dynamic robot model , 2001, IEEE Trans. Robotics Autom..

[14]  Er-Wei Bai,et al.  Optimization with few violated constraints for linear bounded error parameter estimation , 2002, IEEE Trans. Autom. Control..

[15]  Suzanne Lesecq,et al.  Une approche factorisée plus simple et numériquement stable pour l'estimation ensembliste ellipsoïdale , 2002 .

[16]  Wisama Khalil,et al.  Modeling, Identification and Control of Robots , 2003 .