• DocumentCode
    581854
  • Title

    Parameter estimation for OEMA models with dual-rate input-output data

  • Author

    Ding Jie ; Yin Jun ; Zhu Songhao

  • Author_Institution
    Coll. of Autom., Nanjing Univ. of Posts & Telecommun., Nanjing, China
  • fYear
    2012
  • fDate
    25-27 July 2012
  • Firstpage
    1944
  • Lastpage
    1947
  • Abstract
    This paper deals with the parameter estimation problems of the dual-rate sampled-data systems. The output error models with colored noise are considered as the nature models for systems in industries and thus are taken to model the dual-rate sampled-data systems in this paper. The recursive prediction error method is proposed to estimate the parameters directly from the dual-rate sampled data, and an auxiliary model is employed to estimate the noise-free system output. Simulation is given to test and illustrate the proposed algorithm in the paper.
  • Keywords
    parameter estimation; sampled data systems; OEMA model; colored noise; dual-rate input-output data; dual-rate sampled-data system; noise-free system output estimation; output error model; parameter estimation; recursive prediction error method; Data models; Estimation; Noise; Prediction algorithms; Predictive models; Signal processing algorithms; Vectors; Auxiliary Model; Dual-Rate Sampled Data; Output Error Model; Recursive Prediction Error Method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2012 31st Chinese
  • Conference_Location
    Hefei
  • ISSN
    1934-1768
  • Print_ISBN
    978-1-4673-2581-3
  • Type

    conf

  • Filename
    6390243