• DocumentCode
    966212
  • Title

    Data adaptive signal estimation by singular value decomposition of a data matrix

  • Author

    Tufts, Donald W. ; Kumaresan, Ramdas ; Kirsteins, Ivars

  • Author_Institution
    University of Rhode Island, Kingston, RI
  • Volume
    70
  • Issue
    6
  • fYear
    1982
  • fDate
    6/1/1982 12:00:00 AM
  • Firstpage
    684
  • Lastpage
    685
  • Abstract
    A new method is presented for estimating the signal component of a noisy record of data. Only a little prior information about the signal is assumed. Specifically, the approximate value of rank of a matrix which is formed from the samples of the signal is assumed to be known or obtainable from singular value decomposition (SVD).
  • Keywords
    Displays; Estimation; Matrix decomposition; Optical attenuators; Optical fiber cables; Optical fibers; Optical surface waves; Singular value decomposition; Surface acoustic waves; Surface cracks;
  • fLanguage
    English
  • Journal_Title
    Proceedings of the IEEE
  • Publisher
    ieee
  • ISSN
    0018-9219
  • Type

    jour

  • DOI
    10.1109/PROC.1982.12367
  • Filename
    1456635