• DocumentCode
    3274177
  • Title

    A statistical approach to set-membership identification

  • Author

    Nagaraj, Shirish ; Huang, Yih-Fang

  • Author_Institution
    Bell Labs., Lucent Technol., Whippany, NJ, USA
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    42
  • Abstract
    Set-membership identification (SMI) is cast in the statistical framework of M-estimation. Generalized adaptive algorithms are developed and it is shown that SMI algorithms are special cases of these. The statistical performance of SMI algorithms is also analyzed
  • Keywords
    information theory; parameter estimation; set theory; statistical analysis; M-estimation; generalized adaptive algorithms; parameter estimation; set-membership identification; statistical approach; Adaptive algorithm; Algorithm design and analysis; Convergence; Cost function; Estimation error; Least squares approximation; Performance analysis; Resonance light scattering; Statistical analysis; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2001. Proceedings. 2001 IEEE International Symposium on
  • Conference_Location
    Washington, DC
  • Print_ISBN
    0-7803-7123-2
  • Type

    conf

  • DOI
    10.1109/ISIT.2001.935905
  • Filename
    935905
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3274177