• DocumentCode
    476612
  • Title

    An application of iterated function system attractor for specific radar source identification

  • Author

    Dudczyk, Janusz ; Kawalec, Adam ; Owczarek, Robert

  • Author_Institution
    Mil. Unit 4885, Warsaw
  • fYear
    2008
  • fDate
    19-21 May 2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This article presents the procedure of radar source identification based on recognition of residually distinctive primal features using Linear Regression Method (LRM). It is kind of SEI method (Specific Emitter Identification), where Iterated Function System (IFS) is used to transform measurement points into transformation fractal represented as generalized measurement function. Further analysis of specific properties of this function leads us to extraction of distinctive features providing the method of exact identification of particular sources of radar emission.
  • Keywords
    fractals; iterative methods; radar signal processing; regression analysis; generalized measurement function; iterated function system attractor; linear regression method; radar emission; radar source identification; residually distinctive primal features; specific emitter identification; transformation fractal; Electromagnetic measurements; Electromagnetic radiation; Feature extraction; Fractals; Frequency measurement; Linear regression; Radar applications; Radar measurements; Sampling methods; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Microwaves, Radar and Wireless Communications, 2008. MIKON 2008. 17th International Conference on
  • Conference_Location
    Wroclaw
  • Print_ISBN
    978-83-906662-8-0
  • Type

    conf

  • Filename
    4630275