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  • 标题:Subspace-based Continuous-time Model Identification Using Nuclear Norm Minimization
  • 本地全文:下载
  • 作者:Yangsheng HU ; Yi DAI ; Qing LIANG
  • 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:338-343
  • DOI:10.1016/j.ifacol.2015.12.150
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThis paper aims at finding a new way to implement subspace-based continuoustime model identification methods in noise corrupted case. A novel nuclear norm method for continuous-time model is first proposed. A connection between the noise constraint and optimization variables is solved during constructing the optimization problem. Finally, a simple numerical simulation is accomplished to show the efficacy of the proposed method.
  • 关键词:KeywordsSystem identificationSubspace methodsContinuous-time modelOptimization problemsSingular value compositionNuclear norm method
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