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

  • Authors:

  • Lili Xiang;Linbo Xie;Yuwu Liao;Ruifeng Ding

  • Affiliations:

  • School of Communication and Control Engineering, Jiangnan University, Wuxi 214122, PR China;School of Communication and Control Engineering, Jiangnan University, Wuxi 214122, PR China;Department of Physics and Electronics Information Technology, Xiangfan University, Xiangfan441053, PR China;School of Communication and Control Engineering, Jiangnan University, Wuxi 214122, PR China

  • Venue:
  • Mathematical and Computer Modelling: An International Journal
  • Year:
  • 2010

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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.