DocumentCode
581531
Title
H2 deconvolution fixed-lag smoothing for linear systems with multiplicative noises
Author
Lu, Xiao ; Wang, Xi ; Wang, Haixia
Author_Institution
Key Laboratory for Robot & Intelligent Technology of Shandong Province, Shandong University of Science and Technology, Qingdao, 266590, P.R. China
fYear
2012
fDate
25-27 July 2012
Firstpage
155
Lastpage
159
Abstract
The paper is dealt with the H2 fixed-lag deconvolution smoothing problem for linear systems. The problem is different from the standard H2 deconvolution filter or smoother, since the system is disturbed with multiplicative noises. Furthermore, multiplicative noises both occur in the system state equation and the observation equations. The H2 fixed-lag deconvolution smoother is given by solving Riccati equations and Lyapunov equation based on the projection theorem and innovation analysis. An numerical example is give to show the efficiency of the proposed H2 fixed-lag deconvolution smoother.
Keywords
Deconvolution; Equations; Estimation; Kalman filters; Smoothing methods; White noise; Deconvolution; Fixed-lag smoother; H2 smoothing; Riccati equation;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2012 31st Chinese
Conference_Location
Hefei, China
ISSN
1934-1768
Print_ISBN
978-1-4673-2581-3
Type
conf
Filename
6389919
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