• DocumentCode
    3715954
  • Title

    Multiple shift second order sequential best rotation algorithm for polynomial matrix EVD

  • Author

    Zeliang Wang;John G. McWhirter;Jamie Corr;Stephan Weiss

  • Author_Institution
    School of Engineering Cardiff University Cardiff, Wales, UK
  • fYear
    2015
  • Firstpage
    844
  • Lastpage
    848
  • Abstract
    In this paper, we present an improved version of the second order sequential best rotation algorithm (SBR2) for polynomial matrix eigenvalue decomposition of para-Hermitian matrices. The improved algorithm is entitled multiple shift SBR2 (MS-SBR2) which is developed based on the original SBR2 algorithm. It can achieve faster convergence than the original SBR2 algorithm by means of transferring more off-diagonal energy onto the diagonal at each iteration. Its convergence is proved and also demonstrated by means of a numerical example. Furthermore, simulation results are included to compare its convergence characteristics and computational complexity with the original SBR2, sequential matrix diagonalization (SMD) and multiple shift maximum element SMD algorithms.
  • Keywords
    "Signal processing algorithms","Jacobian matrices","Covariance matrices","Signal processing","Convergence","Matrix decomposition","Europe"
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO), 2015 23rd European
  • Electronic_ISBN
    2076-1465
  • Type

    conf

  • DOI
    10.1109/EUSIPCO.2015.7362502
  • Filename
    7362502