DocumentCode
1744149
Title
On the detectability and observability of discrete-time Markov jump linear systems
Author
Costa, Eduardo E. ; Val, João B R do
Author_Institution
Dept. de Telematica, UNICAMP, Campinas, Brazil
Volume
3
fYear
2000
fDate
2000
Firstpage
2355
Abstract
Presents a detectability concept for discrete time Markov jump linear systems with finite Markov state, which generalizes the MS-detectability concept found in the literature. The new sense of detectability can similarly assure that the solution of the coupled algebraic Riccati equation associated to the quadratic control problem is a stabilizing solution. In addition, the paper introduces a related observability concept which also generalizes previous concepts. Tests for detectability or observability are derived from the corresponding definitions, that can be performed in a finite number of steps. An illustrative example is included to show that a system may be detectable in the new sense but not in the MS sense
Keywords
Markov processes; discrete time systems; linear quadratic control; linear systems; observability; stochastic systems; coupled algebraic Riccati equation; detectability; discrete-time Markov jump linear systems; finite Markov state; quadratic control problem; stabilizing solution; Artificial intelligence; Control systems; Infinite horizon; Linear systems; Observability; Riccati equations; Stability; State-space methods; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
Conference_Location
Sydney, NSW
ISSN
0191-2216
Print_ISBN
0-7803-6638-7
Type
conf
DOI
10.1109/CDC.2000.914151
Filename
914151
Link To Document