• DocumentCode
    705475
  • Title

    Convergence analysis of a mixed controlled L2−LP adaptive algorithm

  • Author

    Zidouri, Abdelmalek

  • Author_Institution
    Dept. of Electr. Eng., King Fahd Univ. of Pet. & Miner., Dhahran, Saudi Arabia
  • fYear
    2010
  • fDate
    23-27 Aug. 2010
  • Firstpage
    1733
  • Lastpage
    1736
  • Abstract
    A new adaptive scheme for system identification is proposed. The derivation of the algorithm and its convexity property are detailed. Also, the first moment behaviour as well as the second moment behaviour of the weights are studied. Bounds for the step size on the convergence of the proposed algorithm are derived, as well as the steady-state analysis is carried out. Finally, simulation results are performed and are found to corroborate with the theory developed.
  • Keywords
    adaptive control; adaptive systems; convergence; convex programming; adaptive scheme; convergence analysis; convexity property; mixed controlled adaptive algorithm; moment behaviour; steady state analysis; system identification; Adaptive algorithms; Algorithm design and analysis; Convergence; Laplace equations; Least squares approximations; Noise; Signal processing algorithms; Adaptive Algorithm; Convergence; LMS Algorithm; Mixed norm; lp-norm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2010 18th European
  • Conference_Location
    Aalborg
  • ISSN
    2219-5491
  • Type

    conf

  • Filename
    7096748
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=705475