• DocumentCode
    1123346
  • Title

    Non-Redundant Precoding-Based Blind and Semi-Blind Channel Estimation for MIMO Block Transmission With a Cyclic Prefix

  • Author

    Shin, Changyong ; Heath, Robert W. ; Powers, Edward J.

  • Author_Institution
    Commun. & Networking Lab., Samsung Adv. Inst. of Technol., Yongin
  • Volume
    56
  • Issue
    6
  • fYear
    2008
  • fDate
    6/1/2008 12:00:00 AM
  • Firstpage
    2509
  • Lastpage
    2523
  • Abstract
    By combining multiple-input-multiple-output (MIMO) communication with block transmission using a cyclic prefix (CP), MIMO block transmission systems can not only achieve high data rates but also simplify channel estimation and equalization. In this paper, to provide a bandwidth-efficient solution for channel estimation in MIMO block transmission systems with a CP, we present a framework for blind channel estimation based on a general non-redundant precoding. Using this framework, we propose a blind estimator exploiting a simplified non-redundant precoding that is robust against overestimates of a true MIMO channel order. Furthermore, in the case with the number of transmit antennas greater than that of receive antennas, we show under specific system conditions that the proposed blind algorithms can be used for estimation of the MIMO channel without oversampling the received signals. With the simplified precoding conditions established in this paper, the proposed method does not impose the strict identifiability conditions on the MIMO channel, which are required for the existing methods. Furthermore the proposed estimator achieves accurate channel estimation with a small number of symbol blocks. In addition, we derive a simplified precoder that is optimized in the sense of minimizing the impact of unknown additive noise. We discuss the tradeoff between channel estimation accuracy and bit error rate performance associated with the simplified precoder. Finally, we develop a technique for resolving the channel ambiguity in the proposed blind estimator to create a semi-blind channel estimator relying on only a few known symbols.
  • Keywords
    MIMO communication; block codes; channel estimation; cyclic codes; equalisers; error statistics; precoding; receiving antennas; transmitting antennas; MIMO block transmission; bit error rate; channel equalization; cyclic prefix; multiple-input-multiple-output communication; nonredundant precoding; receive antenna; semi blind channel estimation; transmit antenna; unknown additive noise; Blind and semi-blind channel estimation; block transmission; cyclic prefix; multiple-input–multiple-output (MIMO); precoding;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2007.914954
  • Filename
    4483756