• DocumentCode
    1690337
  • Title

    Power control using Steffensen iterations for CDMA systems with beamforming or multiuser detection

  • Author

    Leibig, Christoph ; Dekorsy, Armin ; Fliege, Jörg

  • Author_Institution
    Dept. of Math., Dortmund Univ., Germany
  • Volume
    4
  • fYear
    2005
  • Firstpage
    2323
  • Abstract
    We present an accelerated power control algorithm applicable for CDMA based communications systems employing advanced uplink receiver techniques such as beamforming or multiuser detection. The proposed algorithm operates a fixed point power control algorithm accelerated by utilizing Aitken´s Δ2-process (also known as Steffensen´s method) that is merged with linear MMSE filtering. The linear MMSE filter either performs beamforming or multiuser detection. The proposed algorithm shows asymptotically quadratic convergence and is benchmarked against Newton´s method. We further evaluate a lower bound on the Lipshitz constant which can be used to ensure convergence of the proposed algorithm. Numerical results are given for a fully deployed sectorized UMTS network with MMSE multiuser detection. Beside its employment within CDMA based communication systems, the proposed algorithm can also be utilized for the acceleration of computational intensive network simulations.
  • Keywords
    3G mobile communication; Newton method; code division multiple access; convergence of numerical methods; filtering theory; least mean squares methods; multiuser detection; power control; radio links; radio receivers; telecommunication control; CDMA system; Jakobi iteration; Newton method; Steffensen iteration; accelerated power control algorithm; beamforming; linear MMSE filtering; multiuser detection; quadratic convergence; sectorized UMTS network; uplink receiver technique; 3G mobile communication; Acceleration; Array signal processing; Convergence; Filtering algorithms; Multiaccess communication; Multiuser detection; Newton method; Nonlinear filters; Power control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, 2005. ICC 2005. 2005 IEEE International Conference on
  • Print_ISBN
    0-7803-8938-7
  • Type

    conf

  • DOI
    10.1109/ICC.2005.1494750
  • Filename
    1494750