• DocumentCode
    1514865
  • Title

    Pseudo affine projection sign algorithm for robust system identification

  • Author

    Ban, S.J. ; Kim, Sang Wu

  • Author_Institution
    Dept. of Electron. & Electr. Eng., Pohang Univ. of Sci. & Technol., Pohang, South Korea
  • Volume
    46
  • Issue
    12
  • fYear
    2010
  • Firstpage
    865
  • Lastpage
    866
  • Abstract
    A pseudo affine projection sign algorithm is proposed in which the weighted taxicab norm is minimised as the cost function and an approximation technique is applied according to the Gauss-Seidel method. The proposed algorithm not only has improved misalignment performance when the system output signals are contaminated by outliers, but also has low computational complexity as compared to the conventional affine projection algorithm.
  • Keywords
    adaptive systems; affine transforms; identification; iterative methods; least mean squares methods; Gauss-Seidel method; pseudo affine projection sign algorithm; robust system identification; weighted taxicab norm;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el.2010.1193
  • Filename
    5483974
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1514865