首页    期刊浏览 2025年04月14日 星期一
登录注册

文章基本信息

  • 标题:A Subspace-based Identification of Two-channel Wiener Systems
  • 本地全文:下载
  • 作者:Hajime Ase ; Tohru Katayama
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2015
  • 卷号:48
  • 期号:28
  • 页码:638-643
  • DOI:10.1016/j.ifacol.2015.12.201
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThis paper presents a method of identifying a two-channel Wiener system, where two parallel linear subsystems are connected through output nonlinearities. First a state-space model of the best linear approximation of the two-channel Wiener system is identified by using a subspace identification method, and two parallel linear subsystems are recovered by utilizing a block-diagonal decomposition of the state-space model. For all realizable two-channel systems, the coefficients of the Legendre polynomial expansion of the nonlinearities are estimated by the least-squares method to find the best configuration of the two-channel Wiener system. Numerical results show the applicability of the proposed method.
  • 关键词:KeywordsWiener systemsSubspace identificationLegendre polynomial expansionLeast-squares method
国家哲学社会科学文献中心版权所有