On a detectability concept of discrete-time infinite Markov jump linear systems

被引:7
作者
Costa, EF
do Val, JBR
Fragosa, MD
机构
[1] UNICAMP, Fac Engn Elet & Computacao, Dept Telemat, BR-13081970 Campinas, SP, Brazil
[2] USP, Inst Ciencias Matemat & Computacao, Dept Ciencias Comp & Estatist, Sao Carlos, SP, Brazil
[3] LNCC, CNPq, Petropolis, RJ, Brazil
基金
巴西圣保罗研究基金会;
关键词
detectability; infinite Markov state space; Markov jump systems; Stochastic systems;
D O I
10.1081/SAP-200044395
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
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.
引用
收藏
页码:1 / 14
页数:14
相关论文
共 12 条
[1]   DETECTABILITY AND STABILIZABILITY OF TIME-VARYING DISCRETE-TIME LINEAR-SYSTEMS [J].
ANDERSON, BDO ;
MOORE, JB .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 1981, 19 (01) :20-32
[2]   On the observability and detectability of continuous-time Markov jump linear systems [J].
Costa, EF ;
Do Val, JBR .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2002, 41 (04) :1295-1314
[3]   Weak detectability and the linear-quadratic control problem of discrete-time Markov jump linear systems [J].
Costa, EF ;
Do Val, JBR .
INTERNATIONAL JOURNAL OF CONTROL, 2002, 75 (16-17) :1282-1292
[4]   On the detectability and observability of discrete-time Markov jump linear systems [J].
Costa, EF ;
do Val, JBR .
SYSTEMS & CONTROL LETTERS, 2001, 44 (02) :135-145
[5]   DISCRETE-TIME LQ-OPTIMAL CONTROL-PROBLEMS FOR INFINITE MARKOV JUMP PARAMETER-SYSTEMS [J].
COSTA, OLV ;
FRAGOSO, MD .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1995, 40 (12) :2076-2088
[6]   DISCRETE-TIME COUPLED RICCATI-EQUATIONS FOR SYSTEMS WITH MARKOV SWITCHING PARAMETERS [J].
COSTA, OLV .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1995, 194 (01) :197-216
[7]   Solutions for the linear-quadratic control problem of Markov jump linear systems [J].
do Val, JBR ;
Geromel, JC ;
Costa, OLV .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1999, 103 (02) :283-311
[8]   Numerical solution for linear-quadratic control problems of Markov jump linear systems and weak detectability concept [J].
Do Val, JBR ;
Costa, EF .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2002, 114 (01) :69-96
[9]   Optimal control for continuous-time linear quadratic problems with infinite Markov jump parameters [J].
Fragoso, MD ;
Baczynski, J .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2001, 40 (01) :270-297
[10]  
JI Y, 1991, CONTR-THEOR ADV TECH, V7, P247