• DocumentCode
    1564437
  • Title

    Fast least squares solution of Vandermonde systems of equations

  • Author

    Demeure, Cédric J. ; Scharf, Louis L.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Colorado Univ., Boulder, CO, USA
  • fYear
    1989
  • Firstpage
    2198
  • Abstract
    The authors introduce a fast algorithm for computing the QR factors of a complex column Vandermonde matrix V. The complexity of the algorithm is 5 mn+7 n2/2+O(m), where m is the number of rows in V and n is the number of columns (they assume that m>n). The matrices Q and R can be computed independently if desired. Such an algorithm allows an important saving when solving such systems in the least-squares sense, as for example when estimating the magnitude and phase of damped exponentials in the least-squares version of the Prony method
  • Keywords
    least squares approximations; matrix algebra; signal processing; Prony method; QR factors; Vandermonde equations; complex column Vandermonde matrix; damped exponentials; fast least squares algorithm; magnitude; phase; signal processing; Additive white noise; Data models; Direction of arrival estimation; Equations; Least squares methods; Linear systems; Polynomials; Radar; Signal to noise ratio; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on
  • Conference_Location
    Glasgow
  • ISSN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.1989.266900
  • Filename
    266900