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  • 标题:The DREM Approach for Chaotic Oscillators Parameter Estimation with Improved Performance
  • 本地全文:下载
  • 作者:Vladislav S. Gromov ; Oleg I. Borisov ; Anton A. Pyrkin
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2017
  • 卷号:50
  • 期号:1
  • 页码:7027-7031
  • DOI:10.1016/j.ifacol.2017.08.1347
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIn this paper we address the problem of parameter estimation performance enhancement for Duffing-like chaotic oscillator with parametric uncertainties. The Dynamic Regressor Extension and Mixing (DREM) approach, which has been recently proposed by the authors, is proven to be a powerful tool in transients improvement; however, it was never applied before for chaotic systems. Here we elaborate on how the DREM approach can be applied for the parameter reconstruction problem of chaotic signal generator used in the data transmitting scenario. The set of numerical examples illustrates the benefits of the proposed approach.
  • 关键词:KeywordsObserversTransmittersChaotic behavior
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