• DocumentCode
    1072268
  • Title

    Equation-Error Adaptive IIR Filtering Based on Data Reuse

  • Author

    Kwon, Jun-Chan ; Choi, Young-Seok ; Song, Woo-Jin

  • Author_Institution
    Pohang Univ. of Sci. & Technol., Pohang
  • Volume
    54
  • Issue
    8
  • fYear
    2007
  • Firstpage
    695
  • Lastpage
    699
  • Abstract
    An equation-error adaptive infinite-impulse response (IIR) filtering method has slow convergence rate when the input signal is correlated. To overcome this problem, we present a new equation-error adaptive IIR filtering method based on data reuse. We also provide the corresponding debiasing solution for the proposed algorithm. Experimental result demonstrates that the proposed algorithm has much faster convergence rate than the conventional one.
  • Keywords
    FIR filters; IIR filters; adaptive filters; filtering theory; transient response; IIR filtering method; data reuse; equation-error adaptive infinite-impulse response; Adaptive filters; Additive noise; Convergence; Cost function; Equations; Filtering; Finite impulse response filter; IIR filters; Signal processing; System identification; Adaptive infinite-impulse response (IIR) filtering; data reuse; equation error;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems II: Express Briefs, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1549-7747
  • Type

    jour

  • DOI
    10.1109/TCSII.2007.898893
  • Filename
    4277927
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1072268