• DocumentCode
    292922
  • Title

    Convergence analysis of gradient adaptive algorithms for arbitrary inputs

  • Author

    Chao, Jinhui ; Kawabe, Shinobu ; Tsujii, Shigeo

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Chuo Univ., Tokyo, Japan
  • Volume
    2
  • fYear
    1994
  • fDate
    30 May-2 Jun 1994
  • Firstpage
    41
  • Abstract
    This paper presents rigorous conditions, without the independence assumption on the input signal, for the first and second moment convergence of the gradient adaptive algorithms including FIR and IIR (equation error method) LMS and IV algorithms
  • Keywords
    Adaptive algorithm; Algorithm design and analysis; Chaos; Convergence; Difference equations; Error correction; Finite impulse response filter; Instruments; Least squares approximation; Signal analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1994. ISCAS '94., 1994 IEEE International Symposium on
  • Conference_Location
    London
  • Print_ISBN
    0-7803-1915-X
  • Type

    conf

  • DOI
    10.1109/ISCAS.1994.408900
  • Filename
    408900
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=292922