• DocumentCode
    987912
  • Title

    Systolic array for recursive least-squares minimisation

  • Author

    McWhirter, J.G.

  • Author_Institution
    Royal Signals & Radar Establishment, Malvern, UK
  • Volume
    19
  • Issue
    18
  • fYear
    1983
  • Firstpage
    729
  • Lastpage
    730
  • Abstract
    A systolic array for performing recursive least-squares minimisation is described. It performs an orthogonal triangularisation of the data matrix using a sequence of Givens rotations, and generates the required residual without having to solve the associated triangular linear system by back-substitution. Since the back-substitution process may be ill conditioned and numerically unstable, the reliability and robustness of the method is greatly improved as a result, whilst the amount of circuitry and computation is reduced.
  • Keywords
    computerised signal processing; digital arithmetic; matrix algebra; minimisation; Givens rotations; computerised signal processing; data matrix; digital arithmetic; matrix algebra; orthogonal triangularisation; recursive least-squares minimisation; residual generation; systolic array;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19830496
  • Filename
    4247999