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On a Detectability Concept of Discrete-Time Infinite Markov Jump Linear Systems 

Authors: Eduardo F. Costa a;  Joatildeo B.R. do Val b; Marcelo D. Fragosa c
Affiliations:   a USP - Inst. de Ciecircncias Matemaacuteticas e de Comp(u)dottaccedilatildeo, Depto. de Ciecircncias de Comp. e Estatistica, Sacirco Carlos, SP, Brazil
b Departmento de Telemaacutetica, UNICAMP - Faculty de Engenharia Eleacutetrica e de Comp(u)dottaccedilatildeo, SP, Brazil, Campinas
c Lab. Nacional de Comp(u)dottaccedilatildeo Cientiacutefica - LNCC/CNPq, Petroacutepolis, RJ, Brazil
DOI: 10.1081/SAP-200044395
Publication Frequency: 6 issues per year
Published in: journal Stochastic Analysis and Applications, Volume 23, Issue 1 January 2005 , pages 1 - 14
Formats available: HTML (English) : PDF (English)
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Abstract

This paper introduces a concept of detectability for discrete-time infinite Markov jump linear systems that relates the stochastic convergence of the output with the stochastic convergence of the state. It is shown that the new concept generalizes a known stochastic detectability concept and, in the finite dimension scenario, it is reduced to the weak detectability concept. It is also shown that the detectability concept proposed here retrieves the well-known property of linear deterministic systems that observability is stricter than detectability.
Keywords: Detectability; Infinite Markov state space; Markov jump systems; Stochastic systems
Mathematics Subject Classification: 93E03; 93B07; 60J75
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