Title :
Networked H∞ filter with bounded packet dropouts
Author :
Wei-Wei Che ; Xiao-Zheng Jin
Author_Institution :
Key Lab. of Manuf. Ind. Integrated Autom., Shenyang Univ., Shenyang, China
Abstract :
This paper investigates the quantized H∞ filtering problem for a class of networked systems. The networked system is modeled as a Markov system with employing new transition probabilities matrix. And the mode-dependent H∞ filter is studied. The logarithmic quantizer is considered and the quantized measurement signals are dealt with by utilizing the sector bound method, in which the quantization error is treated as sector-bounded uncertainty. By using the quadratic separator lemma, a new method is proposed to deal with the sector-bounded uncertainty and further to give convex sufficient conditions for designing the quantized and mode dependent H∞ filter in terms of LMIs. The resulting design guarantees the augmented system stochastically asymptotically stable and the H attenuation level less than a prescribed level. A numerical example is given to illustrate the the effectiveness of the proposed method.
Keywords :
H∞ filters; Markov processes; asymptotic stability; convex programming; linear matrix inequalities; networked control systems; packet radio networks; quantisation (signal); stochastic systems; uncertain systems; LMI; Markov system; augmented system; bounded packet dropout; convex sufficient condition; logarithmic quantizer; mode dependent H∞ filter; networked H∞ filter; networked system modeling; quadratic separator lemma; quantization error; quantized H∞ filtering problem; quantized measurement signal; sector bound method; sector bounded uncertainty; stochastic asymptotic stability; transition probability matrix; Attenuation; Design methodology; Markov processes; Particle separators; Quantization (signal); Symmetric matrices; Uncertainty; H∞ filtering; LMI; Markov dropout; Networked systems; Signal quantization;
Conference_Titel :
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location :
Guiyang
Print_ISBN :
978-1-4673-5533-9
DOI :
10.1109/CCDC.2013.6560937