• DocumentCode
    1992884
  • Title

    Digital filters as L1-norm regularizers

  • Author

    Alliney, Stefano

  • Author_Institution
    Dipartimento di Matematica e Inf., Udine Univ., Italy
  • fYear
    1989
  • fDate
    6-8 Sep 1989
  • Firstpage
    105
  • Abstract
    Summary form only given. It is observed that classical filtering theory (both in 1-D and 2-D cases) can be viewed as a particular solution to the minimum problem for a certain Tikhonov functional and that the underlying functional setting is strongly related to Sobolev space theory. The author is attempting to generalize that approach by considering Tikhonov functionals of a particular type, defined over discrete signals in terms of the L1-norm
  • Keywords
    digital filters; filtering and prediction theory; L1-norm regularizers; Sobolev space theory; Tikhonov functional; digital filters; discrete signals; filtering theory; Digital filters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multidimensional Signal Processing Workshop, 1989., Sixth
  • Conference_Location
    Pacific Grove, CA
  • Type

    conf

  • DOI
    10.1109/MDSP.1989.97057
  • Filename
    97057
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1992884