• DocumentCode
    2358368
  • Title

    On the performance of adaptive MMSE detectors for a MC-CDMA system in fast fading Rayleigh channels

  • Author

    Kalofonos, D.N. ; Stojanovic, M. ; Proakis, J.G.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
  • Volume
    3
  • fYear
    1998
  • fDate
    8-11 Sep 1998
  • Firstpage
    1309
  • Abstract
    Multi-carrier CDMA (MC-CDMA) is a hybrid multiple access scheme combining multi-carrier modulation (MCM or OFDM) with direct sequence spread spectrum (DS-SS). Although a common assumption in the analysis of the performance of the various MC-CDMA detectors is that they have perfect knowledge of the fading channel, this assumption is no longer valid as the fading rate (Doppler spread) of the channel increases. We examine the performance of various forms of the minimum mean square error (MMSE) detector operating in a fast fading Rayleigh channel described by a Gauss-Markov state-space model. We show that, although adaptive detection based on the LMS and RLS algorithms is possible without explicit channel estimation, a low complexity detector, termed MMSE per carrier, combined with an RLS channel estimator can achieve better performance as well as increased robustness to the selection of the adaptation parameters
  • Keywords
    Gaussian processes; Markov processes; OFDM modulation; Rayleigh channels; adaptive signal detection; code division multiple access; least mean squares methods; multipath channels; multiuser channels; recursive estimation; spread spectrum communication; state-space methods; Doppler spread; Gauss-Markov state-space model; LMS algorithm; MC-CDMA detectors; MC-CDMA system; MMSE per carrier; OFDM; RLS algorithm; adaptation parameters selection; adaptive MMSE detectors; adaptive detection; channel estimation; direct sequence spread spectrum; fading channel; fading rate; fast fading Rayleigh channel; fast fading Rayleigh channels; hybrid multiple access scheme; low complexity detector; minimum mean square error; multi-carrier modulation; multipath channel; performance; Detectors; Fading; Mean square error methods; Multiaccess communication; Multicarrier code division multiple access; OFDM modulation; Performance analysis; Rayleigh channels; Resonance light scattering; Spread spectrum communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Personal, Indoor and Mobile Radio Communications, 1998. The Ninth IEEE International Symposium on
  • Conference_Location
    Boston, MA
  • Print_ISBN
    0-7803-4872-9
  • Type

    conf

  • DOI
    10.1109/PIMRC.1998.731404
  • Filename
    731404