• DocumentCode
    436571
  • Title

    Support function and objecting function, a new viewpoint to the Dempster-Shafer theory of evidence

  • Author

    Cheng, Zeng ; Baojun, Zhao ; Peikun, He

  • Author_Institution
    Dept. of Electron. Eng., Beijing Inst. of Technol., China
  • Volume
    2
  • fYear
    2004
  • fDate
    31 Aug.-4 Sept. 2004
  • Firstpage
    1475
  • Abstract
    A new evidence model based on support function and objecting function is introduced by generalizing Dempster-Shafer theory into an open frame of discernment. Through exploration of the properties of support function and objecting function, it is shown that this model provides a more direct and natural way for the representation of evidence and the understanding of the Dempster´s rule of combination than the belief function model. The possibility to generalize this model to the closed frame is also discussed.
  • Keywords
    belief networks; case-based reasoning; generalisation (artificial intelligence); uncertainty handling; Dempster-Shafer theory; belief function model; evidence theory; objecting function; support function; Calibration; Hafnium; Iron; Radio frequency;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
  • Print_ISBN
    0-7803-8406-7
  • Type

    conf

  • DOI
    10.1109/ICOSP.2004.1441606
  • Filename
    1441606