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Markov Jump Linear Systems with switching transition rates: Mean square stability with dwell-time

โœ Scribed by Paolo Bolzern; Patrizio Colaneri; Giuseppe De Nicolao


Publisher
Elsevier Science
Year
2010
Tongue
English
Weight
483 KB
Volume
46
Category
Article
ISSN
0005-1098

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โœฆ Synopsis


The stability of a class of Markov Jump Linear Systems characterized by piecewise-constant transition rates and system dynamics is investigated. For these Switching Markov Jump Linear Systems, mean square stability is analyzed through the time evolution of the second-order moment of the state. The main result is a sufficient condition that guarantees mean square stability under constraints on the dwell-time between switching instants. An alternative condition based on Kronecker calculus is worked out. It is shown that both the stability criteria admit an LMI implementation.


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