• DocumentCode
    456435
  • Title

    A Recursive Least-Squares (RLS) Algorithm Based on Interpolation Lattice Recursion

  • Author

    Yuan, Jenq-Tay ; Chiang, Chih-An

  • Author_Institution
    Department of Electronic Engineering, Fu Jen Catholic University, Taipei 24205, Taiwan, R.O.C. E-mail: a9250604@st2.fju.edu.tw
  • Volume
    1
  • fYear
    2006
  • fDate
    24-28 April 2006
  • Firstpage
    1176
  • Lastpage
    1181
  • Abstract
    This paper proposes using a square-root-free (SRF) QR-decomposition-based least-squares lattice (QRD-LSL) interpolation algorithm to implement the recursive least-squares (RLS) algorithm that requires O(Nlog2N) operations. Our simulation results show that the proposed RLS algorithm appears to be numerically stable. To the best of our knowledge, the proposed RLS algorithm may be the first of its kind developed based on a modular and lattice like structure.
  • Keywords
    Equations; Interpolation; Kalman filters; Lattices; Least squares methods; Resonance light scattering; Robustness; Strontium;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Communication Technologies, 2006. ICTTA '06. 2nd
  • Print_ISBN
    0-7803-9521-2
  • Type

    conf

  • DOI
    10.1109/ICTTA.2006.1684541
  • Filename
    1684541
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=456435