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
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;
Conference_Titel :
Multimedia Information Networking and Security (MINES), 2012 Fourth International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4673-3093-0
DOI :
10.1109/MINES.2012.154
