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
Link To Document :
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