• DocumentCode
    1804356
  • Title

    Model predictive control for networked control systems with random delay and packet disordering

  • Author

    Liu, Andong ; Yu, Li ; Zhang, Wen-An ; He, Defeng

  • Author_Institution
    Dept. of Autom., Zhejiang Univ. of Technol., Hangzhou, China
  • fYear
    2011
  • fDate
    15-18 May 2011
  • Firstpage
    653
  • Lastpage
    658
  • Abstract
    The model predictive control problem is investigated in this paper for a class of networked control systems (NCS) with random delay and packet disordering. A new model is proposed to describe the packet disordering phenomenon. The random delay is modeled as a Markov chain and the closed-loop NCS is described as a Markovian jump system. Sufficient conditions for the NCS to be stochastically stable and the performance index to be upper bounded are derived by using the receding optimization principle. Furthermore, a piecewise-constant state feedback controller is obtained by using the linear matrix inequality (LMI) technique. Finally, an illustrative example is given to demonstrate the effectiveness of the proposed method.
  • Keywords
    Markov processes; delays; linear matrix inequalities; networked control systems; optimisation; piecewise constant techniques; predictive control; state feedback; stochastic systems; Markov chain; Markovian jump system; closed loop NCS; linear matrix inequality technique; model predictive control; networked control systems; packet disordering; piecewise constant state feedback controller; random delay; receding optimization principle; Actuators; Delay; Linear matrix inequalities; Markov processes; Optimization; State feedback; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ASCC), 2011 8th Asian
  • Conference_Location
    Kaohsiung
  • Print_ISBN
    978-1-61284-487-9
  • Electronic_ISBN
    978-89-956056-4-6
  • Type

    conf

  • Filename
    5899149