Title :
H∞ filtering with logarithmic quantizer
Author_Institution :
Key Lab. of Manuf. Ind. Integrated Autom., Shenyang Univ., Shenyang, China
Abstract :
In this paper, the H filtering problem with signal quantization is considered. The logarithmic quantizer is considered and the quantizied 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 vertex separator, a new method is proposed to deal with the sector-bounded uncertainty and further to give convex sufficient conditions for designing the quantized H∞ filter in terms of LMIs. The resulting design guarantees the augmented system 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; asymptotic stability; linear matrix inequalities; H∞ attenuation level; H∞ filtering; LMI; asymptotic stability; augmented system; convex sufficient conditions; logarithmic quantizer; quantizied measurement signals; sector-bounded uncertainty; signal quantization; vertex separator; Attenuation; Design methodology; Linear systems; Particle separators; Quantization (signal); Symmetric matrices; Uncertainty; H∞ filtering; LMI; Networked systems; Signal quantization; Vertex Separator;
Conference_Titel :
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location :
Guiyang
Print_ISBN :
978-1-4673-5533-9
DOI :
10.1109/CCDC.2013.6561881