• DocumentCode
    317988
  • Title

    A robust nonlinear system identification algorithm based on homotopy theory

  • Author

    Gang, Wei ; Hua, Li ; Man, K.F. ; Kwong, Sam

  • Author_Institution
    Dept. of Electron. & Commun. Eng., South China Univ. of Technol., Guangzhou, China
  • Volume
    2
  • fYear
    1997
  • fDate
    12-15 Oct 1997
  • Firstpage
    1313
  • Abstract
    Based on the homotopy theory, this paper presents a robust nonlinear system identification algorithm. Theoretical analysis and experimental results show that, unlike the ordinary nonlinear system identification methods, the new method is more robust and easier to compute, has very good convergence property and compatibility with the traditional linear system identification
  • Keywords
    identification; nonlinear systems; homotopy theory; robust nonlinear system identification algorithm; Convergence; Educational programs; Equations; Linear systems; Mathematical model; Modems; Nonlinear systems; Robustness; Signal processing algorithms; System identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-4053-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.1997.638145
  • Filename
    638145
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=317988