Title :
Predictive control via set-membership state estimation for constrained linear systems with disturbances
Author :
Bemporad, A. ; Garulli, A.
Author_Institution :
Dipt. Sist. e Inf., Univ. di Firenze, Florence, Italy
Abstract :
This paper combines predictive control and set-membership state estimation techniques, for input/state hard constraints fulfilment. Linear systems with unknown but bounded disturbances and partial state information are considered. The adopted worst-case approach guarantees that the constraints are satisfied for all the states which are compatible with the available information and for all the disturbances within the given bounds. A stability result and simulative studies are reported.
Keywords :
linear systems; predictive control; stability; state estimation; input/state hard constraint fulfilment; linear system; predictive control; set-membership state estimation; stability; system disturbance; Approximation algorithms; Approximation methods; Noise; Optimization; Predictive control; State estimation; Uncertainty; Predictive control; hard constraints; set-membership state estimation;
Conference_Titel :
Control Conference (ECC), 1997 European
Conference_Location :
Brussels
Print_ISBN :
978-3-9524269-0-6