DocumentCode
582524
Title
Control and decision for a class of networked control systems
Author
Zilong, Lv ; Jin, Zhu ; Linpeng, Wang ; Wang Bing
Author_Institution
Dept. of Autom., Univ. of Sci. & Technol. of China, Hefei, China
fYear
2012
fDate
25-27 July 2012
Firstpage
5692
Lastpage
5697
Abstract
This paper discusses the hybrid control strategy for a class of networked control systems. The network channels could be divided into several statuses according to the delay difference in network. And the stochastic switching among these statuses is modeled as a Markov chain which is described by mode transition rate matrix(MTRM). Considering the network´s characteristics, the MTRM which varies slowly or keeps constant during a time interval is represented by one event. Thus all MTRMs compose a set of discrete events. And the probability of each MTRM´s occurring can be controlled by using hybrid control strategy which also ensures the stability of networked control system. A joint performance is developed contain cost function of decision and control. Based on this, a hybrid control strategy is proposed to ensure the networked control system works with high probability at low cost. By adopting the golden section algorithm and stochastic dynamical programming theory, the optimal controller and optimal decision are obtained. The effectiveness of this method is demonstrated by a simulation.
Keywords
Markov processes; delays; dynamic programming; matrix algebra; networked control systems; optimal control; stability; MTRM probability; Markov chain; control system stability; cost function; delay difference; discrete event; golden section algorithm; hybrid control strategy; mode transition rate matrix; network channel; networked control system; optimal controller; optimal decision; stochastic dynamical programming theory; stochastic switching; time interval; Abstracts; Automation; Educational institutions; Electronic mail; Markov processes; Networked control systems; Markov Chain; Networked Control System; Optimal Control; Optimal Decision;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2012 31st Chinese
Conference_Location
Hefei
ISSN
1934-1768
Print_ISBN
978-1-4673-2581-3
Type
conf
Filename
6390938
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