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  • 标题:A kernel-based nonparametric approach to direct data-driven control of LTI systems
  • 本地全文:下载
  • 作者:V. Cerone ; D. Regruto ; M. Abuabiah
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2018
  • 卷号:51
  • 期号:15
  • 页码:1026-1031
  • DOI:10.1016/j.ifacol.2018.09.059
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIn this work we propose a kernel-based robust nonparametric approach to direct data-driven control of linear systems, in the presence of bounded noise affecting the measurements data. First we formulate the problem of designing a controller in order to match the behavior of a given reference model. Then, we design the controller by applying previous results by some of the authors in the field of kernel-based nonparametric error-in-variables identification. Finally, we show the effectiveness of the presented technique by means of two simulation examples.
  • 关键词:Keywordskernel based nonparametricerror in variablesNon-iterative Direct Data Driven Control tuning
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