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
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