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
Link To Document :
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