Title :
The stabilizability and detectability of continuous-time complex stochastic systems
Author :
Lulu Yin ; Xiuying An
Author_Institution :
Coll. of Electr. & Autom. Eng., Shandong Univ. of Sci. & Technol., Qingdao, China
Abstract :
In control theory, the stabilizability and detectability of stochastic systems are very basic and important concepts and have been extensively studied. Previous studies mainly focused on the real system instead of complex stochastic system. In this paper, matrix transformation approach is used to convert complex stochastic system to the corresponding real systems. Firstly, with the use of spectrum analysis method, the stabilizability of corresponding real stochastic systems are studied and then we can obtain some practical criteria for the stabilizability and detectability of continuous-time complex stochastic systems. Secondly, with the same approach the definitions of detectability of continuous-time complex stochastic systems including stochastic detectability, exact detectability and complete detectability are studied and numerical examples are derived.
Keywords :
continuous time systems; large-scale systems; matrix algebra; stability; stochastic systems; complete detectability; continuous-time complex stochastic systems; exact detectability; matrix transformation approach; spectrum analysis method; stabilizability; stochastic detectability; Companies; Conferences; Control systems; Control theory; Electronic mail; Noise; Stochastic systems; Complex stochastic systems; Detectability; Spectrum; Stabilizability; Unremovable spectrum;
Conference_Titel :
Control and Decision Conference (CCDC), 2015 27th Chinese
Conference_Location :
Qingdao
Print_ISBN :
978-1-4799-7016-2
DOI :
10.1109/CCDC.2015.7162263