DocumentCode
574826
Title
On the stability of weakly observable 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, So Carlos, Brazil
fYear
2012
fDate
27-29 June 2012
Firstpage
5961
Lastpage
5965
Abstract
In this paper we consider Markov jump linear systems with additive noise and the notion of weak observability, and we explore the relation between the long run average cost and the conditional second moment of the state. We show for observable systems that bounded long run average cost is a necessary and sufficient condition for the second moment of the state to be bounded. Under the same hypothesis, we show that the spectral radius of the operator associated with the conditional second moment is lesser than one. Numerical examples are included to illustrate the results.
Keywords
AWGN; Markov processes; observability; stability; additive noise; bounded long run average cost; necessary and sufficient condition; observable systems; operator spectral radius; state conditional second moment; weakly observable Markov jump linear systems stability; Additive noise; Asymptotic stability; Linear systems; Markov processes; Numerical stability; Observability; Stability analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2012
Conference_Location
Montreal, QC
ISSN
0743-1619
Print_ISBN
978-1-4577-1095-7
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2012.6315499
Filename
6315499
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