• 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