Title :
Resilient L/sub 2/-L∞ filtering of polytopic systems with state delays
Author_Institution :
Canadian Int. Coll., New Cairo City
fDate :
1/1/2007 12:00:00 AM
Abstract :
The problem of designing a resilient L2-Linfin filter for a class of linear uncertain state delay systems with uncertainties that belong to a convex-bounded polytopic domain is investigated. The objective is to derive tractable synthesis conditions for the resilient design of full-order and reduced-order filters such that a prescribed energy-to-peak disturbance-attenuation level is attained for all admissible uncertainties and gain perturbations. Both additive and multiplicative gain perturbations are considered. It is established that the filter design can be obtained from the solution of the convex optimisation problem over linear matrix inequalities. The design results are developed for both delay-independent and delay-dependent cases. In the latter case, two approaches are used: descriptor and extended Newton-Leibniz. Results on numerical simulations are presented to demonstrate the behaviour of the resilient filters.
Keywords :
delay systems; filtering theory; linear matrix inequalities; optimisation; reduced order systems; uncertain systems; additive gain perturbations; convex optimisation problem; convex-bounded polytopic domain; descriptor; energy-to-peak disturbance-attenuation level; extended Newton-Leibniz; full-order filters; linear matrix inequalities; linear uncertain state delay systems; multiplicative gain perturbations; polytopic systems; reduced-order filters; resilient L2-Linfin filtering; tractable synthesis conditions;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta:20045281