• DocumentCode
    463931
  • Title

    Robust Meridian Filtering

  • Author

    Aysal, T.C. ; Barner, K.E.

  • Author_Institution
    Group of Signal Process. & Commun., Delaware Univ., Newark, DE, USA
  • Volume
    3
  • fYear
    2007
  • fDate
    15-20 April 2007
  • Abstract
    The linear, median, myriad filtering structures are statistically related to the maximum likelihood (ML) estimates of location under Gaussian, Laplacian, and Cauchy statistics, respectively In this paper, we propose a filtering structure based on the ML estimate of the constructed and so-called meridian statistics. Analysis and simulations presented here indicate that the proposed filtering structure exhibits characteristics more robust than that of mean, median and myriad filtering structures.
  • Keywords
    Gaussian processes; filtering theory; maximum likelihood estimation; Cauchy statistics; Gaussian statistics; Laplacian statistics; maximum likelihood estimates; myriad filtering structures; robust meridian filtering; Cost function; Filtering; Finite impulse response filter; Laplace equations; Maximum likelihood estimation; Nonlinear filters; Robustness; Statistical distributions; Statistics; Tail; filtering; maximum-likelihood estimation; nonlinear estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
  • Conference_Location
    Honolulu, HI
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0727-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2007.366786
  • Filename
    4217816