DocumentCode
588785
Title
Parameter Estimation of Two-Dimensional Systems with Multiplicative Noises
Author
Qiao Zhu ; Jia-Rui Cui
Author_Institution
Sch. of Autom. & Electr. Eng., Univ. of Sci. & Technol. Beijing, Beijing, China
fYear
2012
fDate
2-4 Nov. 2012
Firstpage
362
Lastpage
365
Abstract
This paper considers the problem of estimating the parameters of two-dimensional (2-D) systems with multiplicative noises. First the 2-D system model with multiplicative noises is established, which can be used on the laminar cooling of hot rolled slab. Then the estimation procedure is presented by Kronecker product and least square method. The performance of the proposed methods is illustrated by an example.
Keywords
least squares approximations; matrix algebra; noise; parameter estimation; statistical analysis; 2D system; Kronecker product; hot rolled slab; laminar cooling; least square method; multiplicative noise; parameter estimation; Autoregressive processes; Cooling; Estimation; Noise; Parameter estimation; Slabs; Vectors; Kronecker product; Parameter estimation; random coefficients; two-dimensional system;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Information Networking and Security (MINES), 2012 Fourth International Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4673-3093-0
Type
conf
DOI
10.1109/MINES.2012.154
Filename
6405698
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