• DocumentCode
    3080222
  • Title

    Parallel implementations with low-complexity of rotation-based adaptive filters

  • Author

    Bhouri, Mounir

  • fYear
    2005
  • fDate
    2-4 Nov. 2005
  • Firstpage
    597
  • Lastpage
    602
  • Abstract
    This paper propose a new parallel implementation of some rotation-based adaptive filters (Bhouri, M, 2000). These filters are characterized by a robust behavior to input signal correlation (Bhouri, M, et al, 1998) and good numerical properties. However, their implementations have reduced complexities. The circuits based on these block-diagonal adaptive algorithms use less computing cells than the systolic circuit of the QR-RLS algorithm. Nevertheless, these new and low-complexity architectures have no longer a pipeline structure.
  • Keywords
    adaptive filters; correlation methods; least squares approximations; parallel algorithms; block-diagonal adaptive algorithms; recursive least squares algorithm; rotation-based adaptive filters; signal correlation; systolic circuit; Adaptive algorithm; Adaptive filters; Circuits; Computer architecture; Filtering algorithms; Least squares approximation; Pipelines; Resonance light scattering; Robustness; Systolic arrays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Systems Design and Implementation, 2005. IEEE Workshop on
  • ISSN
    1520-6130
  • Print_ISBN
    0-7803-9333-3
  • Type

    conf

  • DOI
    10.1109/SIPS.2005.1579936
  • Filename
    1579936