• DocumentCode
    1366032
  • Title

    A modified domain deformation theory on 1-D signal classification

  • Author

    Kim, Sung-Soo ; Kasparis, Takis

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Central Florida Univ., Orlando, FL, USA
  • Volume
    5
  • Issue
    5
  • fYear
    1998
  • fDate
    5/1/1998 12:00:00 AM
  • Firstpage
    118
  • Lastpage
    120
  • Abstract
    The classification of one-dimensional (1-D) signals is accomplished using domain deformation theory. We use a metric defined on a domain deformation for measuring the distance between signals. By introducing a newly defined metric space, the assumption that domain deformation is applicable only to continuous signals is removed such that any kind of integrable signal can be classified. This method also has an advantage over the L/sup 2/ metric, because the similarity of one-dimensional signals can be better measured for the purpose of classification.
  • Keywords
    distance measurement; integration; mathematical operators; pattern classification; signal processing; 1D signal classification; L/sup 2/ metric; continuous signals; integrable signal; linear operator; metric space; modified domain deformation theory; one-dimensional signals; signals distance measurement; similarity measurement; Constraint theory; Equations; Length measurement; Pattern classification; Pulse generation; Signal generators; Signal mapping; Signal resolution;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/97.668949
  • Filename
    668949