• DocumentCode
    3017070
  • Title

    An algorithm to compensate for large data dropouts in Networked control systems

  • Author

    Millan, P. ; Jurado, I. ; Vivas, C. ; Rubio, F.R.

  • Author_Institution
    Dipt. de Ingeniena de Sist. Autom. Escuela Super. de Ing., Univ. of Seville, Seville
  • fYear
    2008
  • fDate
    15-18 Sept. 2008
  • Firstpage
    105
  • Lastpage
    112
  • Abstract
    In recent years, there has been a significant emphasis on developing control methodologies to handle network delays in networked control systems (NCS) using different approaches. Nevertheless, there are not many practical control methodologies to deal with data dropouts. In many applications the assumption of small dropout rates does not hold. In this paper, a new strategy is developed to deal with high dropout levels, based on a generalized predictive control (GPC) scheme by means of a queuing-selecting method and an estimator to compensate for information losses when data packets are missing. Also, an algorithm to reduce the traffic over the network is described. Simulation results on the control of a three-tank system are given to illustrate the effectiveness of the method.
  • Keywords
    delays; distributed control; predictive control; queueing theory; generalized predictive control; large data dropouts; network delays; networked control systems; queuing-selecting method; Actuators; Communication networks; Communication system control; Control systems; Delay effects; Networked control systems; Predictive control; Robust stability; Stability analysis; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Emerging Technologies and Factory Automation, 2008. ETFA 2008. IEEE International Conference on
  • Conference_Location
    Hamburg
  • Print_ISBN
    978-1-4244-1505-2
  • Electronic_ISBN
    978-1-4244-1506-9
  • Type

    conf

  • DOI
    10.1109/ETFA.2008.4638380
  • Filename
    4638380