• DocumentCode
    2676439
  • Title

    Adaptive digital predistortion based on MC-FQRD-RLS algorithm using indirect learning architecture

  • Author

    Li, You ; Zhang, Xiaolin

  • Author_Institution
    Sch. of Electron. & Inf. Eng., Beihang Univ., Beijing, China
  • Volume
    4
  • fYear
    2010
  • fDate
    27-29 March 2010
  • Firstpage
    240
  • Lastpage
    242
  • Abstract
    Multichannel fast QR decomposition recursive least-squares (MC-FQRD-RLS) algorithms are well known for their good numerical properties and low computational complexity. There are tow distinct ways to obtain the expended input vector, sequential-type method, and block-type one. The latter one, despite exhibiting a higher computational burden as compared to the former one, has some attractive features, e.g., suitability for parallel implementation. Predistortion techniques for linearizing power amplifier (PA) nonlinearity with indirect learning architecture (IDLA) are widely used. The benefit of the IDLA leaves unnecessary the assumption of a model for PA, corresponding parameters estimation and inverse construction. In this paper we present a new technique for predistortion using block-type MC-FQRD-RLS algorithm with IDLA, in which the predistorter is constructed by simplified Volterra model. Simulations results verify that the proposed techniques have good convergence property.
  • Keywords
    computational complexity; distortion; least squares approximations; parameter estimation; power amplifiers; MC-FQRD-RLS algorithm; adaptive digital predistortion; block-type one; computational complexity; indirect learning architecture; linearizing power amplifier nonlinearity; numerical properties; parameters estimation; sequential-type method; volterra model; Bit error rate; Computational complexity; Computational modeling; Computer architecture; Concurrent computing; Cost function; Nonlinear distortion; Nonlinear equations; Power amplifiers; Predistortion; IDLA; MC-FQRD-RLS Algorithm; block-type; predistortion; volterra model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computer Control (ICACC), 2010 2nd International Conference on
  • Conference_Location
    Shenyang
  • Print_ISBN
    978-1-4244-5845-5
  • Type

    conf

  • DOI
    10.1109/ICACC.2010.5486962
  • Filename
    5486962