DocumentCode
2324862
Title
Modeling and analysis of networked control systems using hidden Markov models
Author
Liu, Fu-Chun ; Yao, Yu
Author_Institution
Control & Simulation Center, Harbin Inst. of Technol., China
Volume
2
fYear
2005
fDate
18-21 Aug. 2005
Firstpage
928
Abstract
In this paper, a new method for modeling and analysis of networked control systems with delay using hidden Markov models is presented. Stochastic optimal controllers of networked control systems whose networked-induced delay governed by an underlying Markov chain with unknown probability distribution are designed. The result of simulation also verified the efficiency and correction of our modeling method.
Keywords
delays; hidden Markov models; optimal control; probability; hidden Markov model; networked control system; networked-induced delay; probability distribution; stochastic optimal controller; Communication system control; Control system analysis; Control systems; Delay systems; Hidden Markov models; Networked control systems; Optimal control; Probability distribution; Stability; Stochastic systems; Hidden Markov models; hybrid system; networked control systems; random delay; stochastic optimal control;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location
Guangzhou, China
Print_ISBN
0-7803-9091-1
Type
conf
DOI
10.1109/ICMLC.2005.1527076
Filename
1527076
Link To Document