Title :
An Innovation Approach to H∞ Fixed-Lag Smoothing for Descriptor Systems
Author :
Wang, Hao-qian ; Dai, Qiong-hai ; Zhang, Cheng-Hui ; Liu, Xiao-Dong
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing
Abstract :
The finite horizon Hinfin fixed-lag smoothing problem for linear descriptor systems is considered and a sufficient condition for the existence of an Hinfin smoother is derived. The key approach applied for deriving the Hinfin fixed-lag smoother is the re-organization innovation analysis in Krein space. Under the Krein space, the Hinfin fixed-lag smoothing is converted into an H2 estimation problem for the system with current and delayed measurements. By using innovation re-organization approach, we show that the H2 estimation with delayed measurements is transformed into a problem of delay-free measurements and thus a simple solution to Hinfin smoothing is given. At last, an illustrative example shows the efficiency of the proposed estimator
Keywords :
Hinfin optimisation; estimation theory; Hinfin1 estimation; Krein space; fixed-lag smoothing; innovation analysis; linear descriptor systems; Current measurement; Delay estimation; Filtering; Helium; Noise level; Noise measurement; Smoothing methods; State estimation; Sufficient conditions; Technological innovation; $H_infty$ estimation; Descriptor systems; fixed-lag smoothing; innovation analysis;
Journal_Title :
Circuits and Systems II: Express Briefs, IEEE Transactions on
DOI :
10.1109/TCSII.2006.887646