Title
Hierarchical least squares algorithms for single-input multiple-output systems based on the auxiliary model
Abstract
This paper presents an auxiliary model based hierarchical least squares algorithm to estimate the parameters of single-input multi-output system modelling by combining the auxiliary model identification idea and the hierarchical identification principle. A numerical example is given to show the performance of the proposed algorithm.
Year
DOI
Venue
2010
10.1016/j.mcm.2010.05.025
Mathematical and Computer Modelling
Keywords
Field
DocType
single-input multiple-output system,auxiliary model,least squares,parameter estimation,squares algorithm,single-input multi-output system,hierarchical identification principle,auxiliary model identification idea,auxiliary model identification,numerical example,proposed algorithm,hierarchical identification,model identification,least square
Least squares,Mathematical optimization,Least mean square algorithm,Estimation theory,System identification,Mathematics
Journal
Volume
Issue
ISSN
52
5-6
Mathematical and Computer Modelling
Citations 
PageRank 
References 
16
0.63
43
Authors
4
Name
Order
Citations
PageRank
Lili Xiang1191.03
Linbo Xie2192.53
Yuwu Liao3232.37
Ruifeng Ding426111.82