• DocumentCode
    3352731
  • Title

    Iterative Frequency-Domain Channel Estimation and Equalization for Single-Carrier Transmissions without Cyclic-Prefix

  • Author

    Liu, Hong ; Schniter, Philip

  • Author_Institution
    Ohio State Univ., Columbus
  • fYear
    2007
  • fDate
    14-16 March 2007
  • Firstpage
    829
  • Lastpage
    834
  • Abstract
    Compared to the conventional time-domain methods, frequency-domain equalization (FDE) and frequency-domain channel estimation (FDCE) present computationally-efficient methods for the reception of single carrier (SC) transmissions. In this paper, we consider iterative FDE (IFDE) with explicit FDCE for non-cyclic-prefixed SC systems. First, an improved IFDE algorithm is presented based on soft iterative interference cancellation. Second, a new adaptive FDCE (AFDCE) algorithm based on per-tone Kalman filtering is proposed to track and predict the frequency-domain channel coefficients. The AFDCE algorithm employs across-tone noise reduction, exploits time-correlation between successive blocks, and adaptively updates the auto-regressive (AR) model coefficients, bypassing the need for priori knowledge of channel statistics. Finally, a block overlapping idea is proposed which facilitates the joint operation of IFDE and AFDCE. Simulation results show that, compared to other existing IFDE and adaptive channel estimation schemes, the proposed scheme offers lower mean-square-error (MSE) in channel prediction, lower bit error rate (BER) after decoding, and robustness to relatively fast fading channels.
  • Keywords
    Kalman filters; autoregressive processes; channel coding; channel estimation; correlation methods; decoding; equalisers; error statistics; fading channels; frequency-domain analysis; iterative methods; AFDCE algorithm; IFDE algorithm; Iterative frequency-domain channel equalization; across-tone noise reduction; adaptive FDCE algorithm; auto-regressive model coefficients; bit error rate; block overlapping; channel prediction; channel statistics; decoding; fading channels; frequency-domain channel coefficients; iterative frequency-domain channel estimation; mean-square-error; noncyclic-prefixed single carrier systems; per-tone Kalman filtering; single-carrier transmissions; soft iterative interference cancellation; time-correlation; Adaptive filters; Bit error rate; Channel estimation; Filtering algorithms; Interference cancellation; Iterative algorithms; Kalman filters; Noise reduction; Statistics; Time domain analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Sciences and Systems, 2007. CISS '07. 41st Annual Conference on
  • Conference_Location
    Baltimore, MD
  • Print_ISBN
    1-4244-1063-3
  • Electronic_ISBN
    1-4244-1037-1
  • Type

    conf

  • DOI
    10.1109/CISS.2007.4298424
  • Filename
    4298424