Title :
An innovation approach to H∞ fixed-lag smoothing for continuous time-varying systems
Author :
Zhang, Huanshui ; Xie, Lihua ; Wang, Wei ; Lu, Xiao
Author_Institution :
Shenzhen Graduate Sch., Harbin Inst. of Technol., Shenzhen, China
Abstract :
This note studies the finite horizon H∞ fixed-lag smoothing problem for linear continuous time-varying systems. A technique named as reorganized innovation analysis in Krein space is developed to give a necessary and sufficient condition for the existence of an H∞ fixed-lag smoother. The condition is given in terms of the boundedness of two matrix functions which are derived from the solutions of two Riccati differential equations (RDEs), one standard H∞ filtering RDE and one H2 type of RDE. Examples demonstrate the proposed H∞ fixed-lag smoother design and the fact that the existence of an H∞ smoother does not depend on the solvability of H∞ filtering.
Keywords :
H∞ control; Riccati equations; continuous time systems; control system synthesis; linear systems; matrix algebra; time-varying systems; Krein space; Riccati differential equations; finite horizon H∞ fixed-lag smoothing problem; linear continuous time-varying systems; matrix functions; reorganized innovation analysis; Differential equations; Filtering; Nonlinear filters; Riccati equations; Smoothing methods; Standards development; State estimation; Sufficient conditions; Technological innovation; Time varying systems;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2004.838493