• DocumentCode
    2293758
  • Title

    WR based semi-blind channel estimation for frequency-selective MIMO MC-CDMA systems

  • Author

    Venkategowda, Naveen K D ; Jagannatham, Aditya K.

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Technol. Kanpur, Kanpur, India
  • fYear
    2012
  • fDate
    1-4 April 2012
  • Firstpage
    317
  • Lastpage
    321
  • Abstract
    In this paper, we propose a novel whitening-rotation (WR) based semi-blind (SB) scheme for frequency-selective channel estimation in multiple-input multiple-output (MIMO) multi-carrier (MC) CDMA systems. This scheme is based on a low complexity multi-path multi-carrier decorrelator (MMD) receiver structure developed for the MIMO MC-CDMA system. It is shown that the MMD based receiver naturally enables the formulation of the SB scheme by reducing the frequency-selective MIMO MC-CDMA channel to a flat fading channel matrix of appropriate dimension. Thus, it results in a significant reduction in the computational complexity usually associated with frequency-selective MIMO channel estimation. Further, we derive the Cramer-Rao bound (CRB) to characterize the mean squared error (MSE) performance of the proposed SB scheme. For performance comparison of the proposed SB estimator, we also derive the training estimate and the uncertainty based robust estimate of the frequency-selective MIMO MC-CDMA channel. Simulation results demonstrate that the proposed SB scheme achieves a significantly lower MSE of estimation compared to the competing training and robust estimation schemes.
  • Keywords
    MIMO communication; channel estimation; fading channels; mean square error methods; radio receivers; CRB; Cramer-Rao bound; MSE performance; SB estimator; WR based semi-blind channel estimation; computational complexity; flat fading channel matrix; frequency-selective MIMO MC-CDMA systems; frequency-selective MIMO channel estimation; low complexity MMD receiver structure; low complexity multipath multicarrier decorrelator receiver structure; mean squared error performance; multiple-input multiple-output multicarrier CDMA systems; whitening-rotation based semiblind scheme; Channel estimation; Estimation; Frequency estimation; MIMO; Multicarrier code division multiple access; Robustness; Training;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications and Networking Conference (WCNC), 2012 IEEE
  • Conference_Location
    Shanghai
  • ISSN
    1525-3511
  • Print_ISBN
    978-1-4673-0436-8
  • Type

    conf

  • DOI
    10.1109/WCNC.2012.6214354
  • Filename
    6214354