DocumentCode :
2637652
Title :
Robust H output feedback control of discrete-time networked systems with adaptive quantizers
Author :
Rasool, Faiz ; Nguang, Sing Kiong ; Krug, Matthias
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Auckland, Auckland, New Zealand
fYear :
2011
fDate :
21-23 June 2011
Firstpage :
1535
Lastpage :
1540
Abstract :
Quantizers with coarser quantization densities are helpful in reducing network congestion. In this paper, we investigate the problem of designing a robust H output feedback controller for discrete-time networked systems with an adaptive quantization density or limited information. A Markov process is used to model the randomness of the network load condition and a Bernoulli process is used to model packet dropouts. A stability criterion is developed by using Lyapunov-Krasovskii functional and sufficient conditions for the existence of a dynamic quantized output feedback controller are given in terms of Bilinear Matrix Inequalities(BMIs). An iterative algorithm is suggested to obtain quasi-convex Linear Matrix Inequalities (LMIs) from BMIs.
Keywords :
H control; Lyapunov matrix equations; Markov processes; adaptive control; discrete time systems; feedback; iterative methods; linear matrix inequalities; robust control; Bernoulli process; Lyapunov-Krasovskii functional; Markov process; adaptive quantization density; adaptive quantizer; bilinear matrix inequalities; coarser quantization density; discrete-time networked system; dynamic quantized output feedback controller; iterative algorithm; network congestion reduction; packet dropouts modeling; quasi-convex linear matrix inequalities; robust H∞ output feedback controller design; stability criterion; Delay; Linear matrix inequalities; Load modeling; Markov processes; Output feedback; Quantization; Stability analysis; Bernoulli Sequence; Markovian Jump Systems(MJSs); Networked Control Systems (NCSs); Quantization Density; Sector Bound Approach;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2011 6th IEEE Conference on
Conference_Location :
Beijing
ISSN :
pending
Print_ISBN :
978-1-4244-8754-7
Electronic_ISBN :
pending
Type :
conf
DOI :
10.1109/ICIEA.2011.5975834
Filename :
5975834
Link To Document :
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