• DocumentCode
    766892
  • Title

    A robust channel estimator for DS-CDMA systems under multipath fading channels

  • Author

    Cao, Chengtao ; Xie, Lihua ; Zhang, Huanshui ; Xie, Shoulie

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
  • Volume
    54
  • Issue
    1
  • fYear
    2006
  • Firstpage
    13
  • Lastpage
    22
  • Abstract
    This paper addresses the problem of channel estimation for direct-sequence code-division multiple-access (DS-CDMA) systems with time-varying multipath fading channels. The multipath fading channels are modeled as autoregressive (AR) models. A method is first proposed to convert the time-varying regression model due to the time-varying nature of users´ information symbols into a time-invariant one. Then, a polynomial approach is proposed to obtain the minimum mean square error (MMSE) estimator. The uncertainty of the channel model and decision errors of the DS-CDMA detector are taken into consideration in the design of the MMSE estimator. Compared with the Kalman estimator, the computational complexity of the proposed algorithm is much lower. The simulation results show that the proposed estimator provides a comparable estimation performance with the Kalman estimator and is robust for fast-fading channels.
  • Keywords
    autoregressive processes; channel estimation; code division multiple access; fading channels; multipath channels; polynomial approximation; spread spectrum communication; time-varying channels; DS-CDMA system; Kalman estimator; autoregressive models; channel estimator; direct-sequence code-division multiple-access; minimum mean square error estimation; multipath fading channels; polynomial approach; time-varying multipath fading channels; Channel estimation; Detectors; Fading; Kalman filters; Mean square error methods; Multiaccess communication; Polynomials; Robustness; Time varying systems; Uncertainty; Channel estimation; direct-sequence code-division multiple access (DS-CDMA); multipath fading channels; robustness;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2005.861097
  • Filename
    1561571