Title :
Less conservative robust control of constrained linear systems with bounded disturbances
Author :
Ghaemi, Reza ; Sun, Jing ; Kolmanovsky, Ilya
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of Michigan, Ann Arbor, MI, USA
Abstract :
This paper develops a novel robust control method for linear systems subject to additive and bounded disturbances. The approach is based on constraint tightening method. The proposed method is computationally efficient in the sense that it does not require solving any online optimization problem, in contrast to several other robust model predictive control approaches proposed in the literature. The algorithm elaborated in this paper guarantees convergence to a minimal disturbance invariant set and the terminal predicted state constraint set is allowed to be larger than the minimal disturbance invariant set.
Keywords :
linear systems; optimisation; predictive control; robust control; bounded disturbances; constrained linear systems; constraint tightening method; less conservative robust control; minimal disturbance invariant set; online optimization problem; robust model predictive control; terminal predicted state constraint set; Control systems; Convergence; Linear systems; Open loop systems; Optimal control; Optimization methods; Predictive models; Robust control; State feedback; Sun;
Conference_Titel :
Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-3123-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2008.4739361