• DocumentCode
    2976473
  • Title

    Adaptive blind demodulation of DS/CDMA signals with transform domain Griffiths´ algorithm

  • Author

    Hwang, Ho-Chi ; Wei, Che-Ho

  • Author_Institution
    Comput. & Commun. Res. Lab., Ind. Technol. Res. Inst., Taiwan
  • Volume
    3
  • fYear
    1999
  • fDate
    36342
  • Firstpage
    25
  • Abstract
    The minimum mean-squared error (MMSE) linear detector has been used for demodulation of the direct-sequence code-division multiple access signals. The blind MMSE linear detector can be implemented by the Griffiths´ adaptation algorithm. However, its convergence speed is limited by the wide eigenvalue spread of the correlation matrix associated with the received signal vectors. In this paper, the transform domain Griffiths´ adaptation algorithm is proposed to improve the convergence properties. Computer simulations show that, by using orthonormal transforms, the adaptation speed can be improved, especially in the presence of strong interference
  • Keywords
    adaptive signal processing; code division multiple access; convergence of numerical methods; correlation theory; demodulation; eigenvalues and eigenfunctions; mean square error methods; spread spectrum communication; DS/CDMA signals; adaptive blind demodulation; convergence properties; convergence speed; correlation matrix; linear detector; minimum mean-squared error; orthonormal transforms; received signal vectors; strong interference; transform domain Griffiths´ algorithm; wide eigenvalue spread; AWGN; Convergence; Correlators; Demodulation; Detectors; Eigenvalues and eigenfunctions; Least squares approximation; Multiaccess communication; Multiple access interference; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1999. ISCAS '99. Proceedings of the 1999 IEEE International Symposium on
  • Conference_Location
    Orlando, FL
  • Print_ISBN
    0-7803-5471-0
  • Type

    conf

  • DOI
    10.1109/ISCAS.1999.778776
  • Filename
    778776