• DocumentCode
    3645207
  • Title

    Robust least mean mixed norm adaptive filtering for /spl alpha/-stable random processes

  • Author

    G. Aydin;O. Tanrikulu;A.E. Cetin

  • Author_Institution
    Dept. of Electr. Eng., Bilkent Univ., Ankara, Turkey
  • Volume
    4
  • fYear
    1997
  • Firstpage
    2296
  • Abstract
    Based on the concept of Fractional Lower Order Statistics (FLOS), we present the Robust Least Mean Mixed Norm (RLMMN) adaptive algorithm for applications in impulsive environments modeled by /spl alpha/-stable distributions. A sufficient condition for finite variance of the update term is obtained for the underlying a-stable process. Simulation results are provided regarding the identification of the parameters of an AR system.
  • Keywords
    "Robustness","Adaptive filters","Random processes","Probability distribution","Acoustic noise","Low-frequency noise","Gaussian noise","Working environment noise","Gaussian distribution","Random variables"
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1997. ISCAS ´97., Proceedings of 1997 IEEE International Symposium on
  • Print_ISBN
    0-7803-3583-X
  • Type

    conf

  • DOI
    10.1109/ISCAS.1997.612781
  • Filename
    612781
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3645207