DocumentCode
1804356
Title
Model predictive control for networked control systems with random delay and packet disordering
Author
Liu, Andong ; Yu, Li ; Zhang, Wen-An ; He, Defeng
Author_Institution
Dept. of Autom., Zhejiang Univ. of Technol., Hangzhou, China
fYear
2011
fDate
15-18 May 2011
Firstpage
653
Lastpage
658
Abstract
The model predictive control problem is investigated in this paper for a class of networked control systems (NCS) with random delay and packet disordering. A new model is proposed to describe the packet disordering phenomenon. The random delay is modeled as a Markov chain and the closed-loop NCS is described as a Markovian jump system. Sufficient conditions for the NCS to be stochastically stable and the performance index to be upper bounded are derived by using the receding optimization principle. Furthermore, a piecewise-constant state feedback controller is obtained by using the linear matrix inequality (LMI) technique. Finally, an illustrative example is given to demonstrate the effectiveness of the proposed method.
Keywords
Markov processes; delays; linear matrix inequalities; networked control systems; optimisation; piecewise constant techniques; predictive control; state feedback; stochastic systems; Markov chain; Markovian jump system; closed loop NCS; linear matrix inequality technique; model predictive control; networked control systems; packet disordering; piecewise constant state feedback controller; random delay; receding optimization principle; Actuators; Delay; Linear matrix inequalities; Markov processes; Optimization; State feedback; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ASCC), 2011 8th Asian
Conference_Location
Kaohsiung
Print_ISBN
978-1-61284-487-9
Electronic_ISBN
978-89-956056-4-6
Type
conf
Filename
5899149
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