三角多項式を用いた Hammerstein モデルの同定  [in Japanese] Identification of Hammerstein Systems using Trigonometric Polynomials  [in Japanese]

Access this Article

Search this Article

Author(s)

    • 田中 秀幸 TANAKA Hideyuki
    • 京都大学 大学院 情報学研究科 Department of Applied Mathematics and Physics, Graduate School of Engineering, Kyoto University
    • 葉末 俊介 HAZUE Shunsuke
    • 京都大学 大学院 情報学研究科 Department of Applied Mathematics and Physics, Graduate School of Engineering, Kyoto University

Abstract

This paper studies a procedure for identifying Hammerstein systems from input-output data, where the static nonlinearity is approximated by the trigonometric polynomials. Signals generated by the trigonometric function with white Gaussian inputs are analyzed in terms of the persistent excitation of linear time-invariant systems. Based on the analysis, an identification algorithm for Hammerstein systems is proposed via a subspace identification method. Numerical simulation results are also included to illustrate the effectiveness of the present algorithm. <br>

Journal

  • Transactions of the Institute of Systems, Control and Information Engineers

    Transactions of the Institute of Systems, Control and Information Engineers 22(1), 13-20, 2009-01-15

    THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS (ISCIE)

References:  17

Cited by:  1

Codes

  • NII Article ID (NAID)
    10024744372
  • NII NACSIS-CAT ID (NCID)
    AN1013280X
  • Text Lang
    JPN
  • Article Type
    Journal Article
  • ISSN
    13425668
  • NDL Article ID
    9759581
  • NDL Source Classification
    ZM11(科学技術--科学技術一般--制御工学)
  • NDL Call No.
    Z14-195
  • Data Source
    CJP  CJPref  NDL  J-STAGE 
Page Top