• DocumentCode
    184962
  • Title

    Time delay compensation in a wireless tracking control system with previewed reference

  • Author

    Wenlong Zhang ; Tomizuka, Masayoshi ; Yi-Hung Wei ; Quan Leng ; Song Han ; Mok, Aloysius K.

  • Author_Institution
    Dept. of Mech. Eng., Univ. of California, Berkeley, Berkeley, CA, USA
  • fYear
    2014
  • fDate
    4-6 June 2014
  • Firstpage
    3293
  • Lastpage
    3298
  • Abstract
    In this paper, a wireless tracking control problem with varying time delay longer than one sampling interval is discussed, and a preview controller is employed for precise motion control. A delay-dependent system model is first introduced and a reference generator is then employed to model the previewed future reference. The system model is augmented with the reference generator and an optimal controller is synthesized to minimize a quadratic cost function of tracking errors and control inputs. A time-varying Kalman filter is designed for state estimation and feedback control. To make the Kalman filter feasible under long time delay, a linear regression model is proposed for delay estimation based on past measurements. A new wireless protocol called RT-WiFi is developed for high-speed and real-time control applications. Using the delay measurement from the RT-WiFi network, simulation studies is conducted to verify the effectiveness of the proposed algorithm.
  • Keywords
    Kalman filters; control engineering computing; control system synthesis; delays; networked control systems; optimal control; regression analysis; telecontrol; time-varying systems; wireless LAN; RT-WiFi network; delay measurement; delay-dependent system model; feedback control; linear regression model; optimal controller; precise motion control; quadratic cost function; reference generator; state estimation; time delay compensation; time-varying Kalman filter; tracking errors; varying time delay; wireless tracking control system; Delay effects; Delays; Feedforward neural networks; Kalman filters; Protocols; Wireless communication; Delay systems; Networked control systems; Wireless;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2014
  • Conference_Location
    Portland, OR
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4799-3272-6
  • Type

    conf

  • DOI
    10.1109/ACC.2014.6859384
  • Filename
    6859384