Title :
Lagrange Asymptotic Stability of Weak Detectable Markov Jump Linear Systems With Bounded Long Run Average Cost
Author :
Barbosa, B.G. ; Costa, Eduardo F.
Author_Institution :
Depto. de Mat. Aplic. e Estatistica, Univ. de Sao Paulo, São Carlos, Brazil
Abstract :
In this note we study the stability of Markov jump linear systems with additive noise. We show in a rather direct manner that the system is mean square Lagrange asymptotic stable if and only if the long run average cost is bounded and the system is weak detectable, generalizing previous results employing observability notions. In control applications this means that, for detectable systems, closed loop controls incurring in bounded long run average cost are ensured to be stabilizing. A numerical example is included.
Keywords :
asymptotic stability; closed loop systems; discrete time systems; linear systems; observability; Lagrange asymptotic stability; additive noise; bounded long run average cost; closed loop control; discrete time Markov jump linear system; observability notion; weak detectable Markov jump linear system; Asymptotic stability; Linear systems; Markov processes; Numerical stability; Stability criteria; Thermal stability; Markov chains; Markov jump linear systems;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2012.2223356