DocumentCode
2650819
Title
On stability and detectability of complex stochastic systems
Author
Zhang, Weihai ; Tan, Cheng
Author_Institution
Coll. of Inf. & Electr. Eng., Shandong Univ. of Sci. & Technol., Qingdao, China
fYear
2012
fDate
23-25 May 2012
Firstpage
4062
Lastpage
4067
Abstract
Stability and detectability of stochastic systems are essential and important concepts in control theory which have been a popular research direction in recent years. However, most study about stability and detectability are concentrated on real stochastic systems instead of complex stochastic systems. In this paper, the matrix transformation approach is used to study asymptomatical mean square stability, critical stability, D-stability and detectability of continuous-time complex stochastic systems. With the aid of the spectral analysis technique, we can obtain some practical criteria for stability and detectabilit. Moreover, some useful properties of the generalized Lyapunov equation are derived based on critical stability and exact detectability of complex stochastic systems.
Keywords
Lyapunov methods; asymptotic stability; continuous time systems; large-scale systems; matrix algebra; stochastic systems; D-stability; asymptomatical mean square stability; continuous-time complex stochastic systems; control theory; critical stability; detectability; generalized Lyapunov equation; matrix transformation approach; real stochastic systems; spectral analysis technique; Educational institutions; Electrical engineering; Electronic mail; Equations; Stability criteria; Stochastic systems; Complex stochastic systems; Detectability; Generalized Lyapunov equation; Stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location
Taiyuan
Print_ISBN
978-1-4577-2073-4
Type
conf
DOI
10.1109/CCDC.2012.6243110
Filename
6243110
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