• DocumentCode
    152212
  • Title

    Lyapunov stability theory based complex valued adaptive filter design

  • Author

    Menguc, E.C. ; Acir, N.

  • Author_Institution
    Elektrik - Elektron. Muhendisligi Bolumu, Nigde Univ., Niğde, Turkey
  • fYear
    2014
  • fDate
    23-25 April 2014
  • Firstpage
    240
  • Lastpage
    243
  • Abstract
    In this study, a novel complex valued adaptive filter algorithm is proposed satisfying stability in the sense of Lyapunov. The prediction capability of the proposed algorithm is presented by using complex valued autoregressive process and wind signal in the literature. The proposed complex valued adaptive filter algorithm is compared with standard complex normalized least mean square algorithm and performed in a high performance.
  • Keywords
    Lyapunov methods; adaptive filters; autoregressive processes; prediction theory; stability; Lyapunov stability theory based complex valued adaptive filter design; complex valued autoregressive process; prediction capability; wind signal; Adaptive filters; Conferences; Finite impulse response filters; Lyapunov methods; Prediction algorithms; Signal processing algorithms; Lyapunov stability theory; complex valued adaptive filter algorithm; prediction capability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2014 22nd
  • Conference_Location
    Trabzon
  • Type

    conf

  • DOI
    10.1109/SIU.2014.6830210
  • Filename
    6830210
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=152212