DocumentCode
1868847
Title
Auxiliary Model Based Hierarchical Parameter Estimation Algorithm for SIMO Systems
Author
Liao, Yuwu ; Xiang, Lili
Author_Institution
Sch. of Phys. & Electron. Eng., Xiangfan Univ., Xiangfan, China
fYear
2010
fDate
10-12 Dec. 2010
Firstpage
1
Lastpage
4
Abstract
A hierarchical parameter estimation algorithm is proposed to estimate the parameters of single-input multi-output (SIMO) system based on the auxiliary model. The key is to combine the auxiliary model identification idea and the hierarchical identification principle: decompose a system into two subsystems and replace the unknown variables in the information matrix with the outputs of the auxiliary model. A simulation is provided.
Keywords
MIMO systems; parameter estimation; SIMO system; auxiliary model based hierarchical parameter estimation algorithm; information matrix; single input multi output system; Computational modeling; Computers; Mathematical model; Parameter estimation; Signal processing algorithms; Stochastic processes;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Software Engineering (CiSE), 2010 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-5391-7
Electronic_ISBN
978-1-4244-5392-4
Type
conf
DOI
10.1109/CISE.2010.5676716
Filename
5676716
Link To Document