Title :
Improved robust H∞ filtering for uncertain discrete-time switched systems
Author :
Hu, Kai-Wei ; Yuan, Jiaxin
Author_Institution :
Dept. of Autom., Shanghai Jiao Tong Univ., Shanghai
fDate :
3/1/2009 12:00:00 AM
Abstract :
This paper is concerned with the robust Hinfin filtering problem for uncertain switched linear discrete-time systems. Combining the mode-switching idea with the well-known Finsler´s lemma, and further utilising the parameter-dependent result, a new characterisation of the asymptotic stability with an Hinfin noise-attenuation level bound for the filtering error system has been addressed. The existence condition of such a filter is formulated in terms of dilated linear matrix inequalities. This directly leads to performance improvement and reduction of conservativeness in the filtering solution. Performance of the presented approach in comparison with that of the existing results is illustrated by a numerical example.
Keywords :
Hinfin control; asymptotic stability; discrete time systems; filtering theory; linear matrix inequalities; linear systems; time-varying systems; uncertain systems; Finsler lemma; Hinfin noise-attenuation level bound; asymptotic stability; dilated linear matrix inequalities; filtering error system; mode-switching idea; robust Hinfin filtering; uncertain discrete-time switched systems;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta:20070253