Hierarchical least squares algorithms for single-input multiple-output systems based on the auxiliary model

✍ Scribed by Lili Xiang; Linbo Xie; Yuwu Liao; Ruifeng Ding

• Publisher: Elsevier Science
• Year: 2010
• Tongue: English
• Weight: 335 KB
• Volume: 52
• Category: Article
• ISSN: 0895-7177
• DOI: 10.1016/j.mcm.2010.05.025

✦ Synopsis

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.