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
Link To Document :
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