• DocumentCode
    2994790
  • Title

    Systolic array for recursive least squares by inverse iterations

  • Author

    McWhirter, J.G.

  • Author_Institution
    Defence Research Agency, Malvern, UK
  • fYear
    1993
  • fDate
    20-22 Oct 1993
  • Firstpage
    435
  • Lastpage
    443
  • Abstract
    A novel systolic array for implementing recursive least squares based on the method of inverse iterations is described. It is based on Givens rotations and takes the form of a relatively simple orthogonally connected array. Since the inverse iterations method involves a major computational feedback loop, the derivation of a pipelined processor array is highly non-trivial
  • Keywords
    covariance matrices; inverse problems; iterative methods; least squares approximations; parallel algorithms; pipeline arithmetic; recursive estimation; systolic arrays; Givens rotations; computational feedback loop; inverse iterations; orthogonally connected array; parallel implementation; pipelined processor array; recursive least squares; systolic array; Algorithm design and analysis; Feedback loop; Flow graphs; Jacobian matrices; Least squares methods; Pipeline processing; Resonance light scattering; Systolic arrays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    VLSI Signal Processing, VI, 1993., [Workshop on]
  • Conference_Location
    Veldhoven
  • Print_ISBN
    0-7803-0996-0
  • Type

    conf

  • DOI
    10.1109/VLSISP.1993.404462
  • Filename
    404462