Title :
H∞ filtering for multiple-time-delay measurements
Author :
Zhang, Huanshui ; Feng, Gang ; Duan, Guangren ; Lu, Xiao
Author_Institution :
Shenzhen Graduate Sch., Harbin Inst. of Technol. Shenzhen Guangdong, China
fDate :
5/1/2006 12:00:00 AM
Abstract :
The aim of this paper is to study the H∞ filtering problem for linear continuous-time systems with both current and multiple-time-delay measurements. The key technique applied for deriving the filter is the reorganized innovation analysis approach in Krein space. A necessary and sufficient condition for the existence of an H∞ filter is derived, and the solution to the H∞ filter is given in terms of solutions of Riccati and matrix differential equations. An example is finally presented to show the effectiveness of the proposed approach.
Keywords :
continuous time systems; delays; difference equations; filtering theory; linear systems; matrix algebra; H∞ filtering; Riccati equations; linear continuous-time systems; matrix differential equations; multiple-time-delay measurements; Covariance matrix; Delay systems; Extraterrestrial measurements; Filtering; Linear matrix inequalities; Linear systems; Noise measurement; Nonlinear filters; State estimation; Stochastic systems; Continuous-time systems; Riccati equations; multiple delayed systems; reorganized innovation analysis;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2006.870585