TY - GEN
T1 - Robust iterative learning control for flexible link under parametric uncertainty
AU - Dinh, Hoa Nguyen
AU - Banjerdpongchai, David
PY - 2009/10/22
Y1 - 2009/10/22
N2 - In this paper, we present the design of a robust Iterative Learning Control (ILC) algorithm for a single flexible link in the presence of parametric uncertainty. The robust ILC design is formulated as a min-max problem with a quadratic performance index. An upper bound of the worst-case performance is employed in the min-max problem. Applying Lagrange duality to the min-max problem, we can reformulate the robust ILC design as a convex optimization over linear matrix inequalities (LMIs). An LMI algorithm for the robust ILC design is given. Finally, the simulation results for a single flexible link are presented to illustrate the effectiveness of the proposed robust ILC algorithm.
AB - In this paper, we present the design of a robust Iterative Learning Control (ILC) algorithm for a single flexible link in the presence of parametric uncertainty. The robust ILC design is formulated as a min-max problem with a quadratic performance index. An upper bound of the worst-case performance is employed in the min-max problem. Applying Lagrange duality to the min-max problem, we can reformulate the robust ILC design as a convex optimization over linear matrix inequalities (LMIs). An LMI algorithm for the robust ILC design is given. Finally, the simulation results for a single flexible link are presented to illustrate the effectiveness of the proposed robust ILC algorithm.
UR - http://www.scopus.com/inward/record.url?scp=70350075671&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=70350075671&partnerID=8YFLogxK
U2 - 10.1109/ECTICON.2009.5137030
DO - 10.1109/ECTICON.2009.5137030
M3 - Conference contribution
AN - SCOPUS:70350075671
SN - 9781424433889
T3 - 2009 6th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, ECTI-CON 2009
SP - 376
EP - 379
BT - 2009 6th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, ECTI-CON 2009
T2 - 2009 6th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, ECTI-CON 2009
Y2 - 6 May 2009 through 9 May 2009
ER -