• DocumentCode
    832257
  • Title

    Performance evaluation of decision feedback adaptive arrays based on interarray correlation-neglecting algorithm

  • Author

    Denno, Satoshi

  • Author_Institution
    ATR Adaptive Commun. Res. Labs., Kyoto, Japan
  • Volume
    52
  • Issue
    6
  • fYear
    2003
  • Firstpage
    1424
  • Lastpage
    1434
  • Abstract
    This paper presents the performance of a decision feedback adaptive array based on the interarray correlation-neglecting (ICN) algorithm that is suitable for high-speed mobile-communication systems. Although the ICN algorithm is regarded as a means of complexity reduction from the recursive least-square (RLS) algorithm, we present that the ICN algorithm has a superior initial acquisition performance close to the RLS algorithm, theoretically. The requirements for stable convergence are analytically revealed. Moreover, the performance is confirmed by Monte Carlo simulation. Besides, since the decision feedback adaptive array based on the ICN algorithm can be easily implemented with parallel processing, this array can reduce run-time cycles needed for one symbol. Therefore, this array can be applied to high-speed radio communication systems. In addition to this, the low operational complexity of this array makes it easy to apply this for high-speed mobile-communication systems where low complexity is basically required.
  • Keywords
    Monte Carlo methods; adaptive antenna arrays; convergence of numerical methods; decision feedback equalisers; mobile antennas; mobile radio; parallel algorithms; ICN algorithm; Monte Carlo simulation; complexity reduction; decision feedback adaptive arrays; decision feedback equalization; high-speed mobile-communication systems; initial acquisition performance; interarray correlation-neglecting algorithm; parallel processing; performance evaluation; stable convergence; Adaptive algorithm; Adaptive arrays; Adaptive control; Adaptive equalizers; Decision feedback equalizers; Degradation; Digital communication; Maximum likelihood estimation; Programmable control; Resonance light scattering;
  • fLanguage
    English
  • Journal_Title
    Vehicular Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9545
  • Type

    jour

  • DOI
    10.1109/TVT.2002.804858
  • Filename
    1247804