TY  - CHAP
M1  - 18
N1  - 18th IFAC World Congress, 2011  - Università Cattolica del Sacro Cuore, Milano, Italy
N2  - In this paper the continuous time stochastic constrained optimal control problem is formulated for the class of networked control systems assuming that time delays follow a discrete-time, finite Markov chain . Polytopic overapproximations of the system's trajectories are employed to produce a polyhedral inner approximation of the non-convex constraint set resulting from imposing the constraints in continuous time. The problem is cast in a Markov jump linear systems (MJLS) framework and a stochastic MPC controller is calculated explicitly, oine, coupling dynamic programming with parametric piecewise quadratic (PWQ) optimization. The calculated control law leads to stochastic stability of the closed loop system, in the mean square sense and respects the state and input constraints in continuous time.
SN  - 978-3-902661-93-7
Y1  - 2011///
AV  - public
TI  - Stochastic model predictive control for constrained networked control systems with random time delay
ID  - eprints1030
UR  - http://www.ifac-papersonline.net/cgi-bin/links/page.cgi?g=Detailed%2F51617.html;d=1%3E%E2%88%9E%20%3C%2Findex.html;browse=k
KW  - Stochastic optimal control problems; Parametric optimization; Control of constrained systems
EP  - 12631
PB  - IFAC
SP  - 12626
A1  - Patrinos, Panagiotis
A1  - Sopasakis, Pantelis
A1  - Sarimveis, Haralambos
T2  - Proceedings of the 18th IFAC World Congress, 2011 
ER  -