• DocumentCode
    3559869
  • Title

    On the design, selection algorithm and performance analysis of limited feedback transmit beamforming

  • Author

    Ghaderipoor, Alireza ; Tellambura, Chintha

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, AB, Canada
  • Volume
    7
  • Issue
    12
  • fYear
    2008
  • fDate
    12/1/2008 12:00:00 AM
  • Firstpage
    4948
  • Lastpage
    4957
  • Abstract
    Multiple-input multiple-output (MIMO) systems achieve significant diversity and array gains by using transmit beamforming. When complete channel state information (CSI) is not available at the transmitter, a common set of beamformers (codebook) is used by both the transmitter and the receiver. For each channel realization, the best beamformer is selected at the receiver and its index is sent back to the transmitter via a limited feedback channel. In this paper, a codebook design method using the genetic algorithm is proposed, which reduces the design complexity and achieves large minimum-distance codebooks. Exploiting the specific structure of these beamformers, an order and bound algorithm is proposed to reduce the beamformer selection complexity at the receiver side. The exact bit error rate (BER) of the optimal beamforming in finite-series expression is used to facilitate the BER analysis of limited feedback beamforming. By employing a geometrical approach, an approximate BER of limited feedback beamforming is derived when the codebook size is relatively large (high resolution analysis). The simulation results show that the approximate BER is comparatively tight even for small size codebooks.
  • Keywords
    MIMO communication; array signal processing; diversity reception; error statistics; feedback; genetic algorithms; wireless channels; BER analysis; MIMO communication; bit error rate; channel realization; channel state information; codebook design method; finite-series expression; genetic algorithm; geometrical approach; limited feedback channel; limited feedback transmit beamforming; minimum-distance codebooks; multiple-input multiple-output systems; radio receiver; transmitter-receiver; Algorithm design and analysis; Array signal processing; Bit error rate; Channel state information; Design methodology; Feedback; Genetic algorithms; MIMO; Performance analysis; Transmitters; Limited feedback beamforming, Grassmannian; central Wishart matrix, high resolution analysis.; line packing, genetic algorithm, largest eigenvalue distribution,;
  • fLanguage
    English
  • Journal_Title
    Wireless Communications, IEEE Transactions on
  • Publisher
    ieee
  • Conference_Location
    12/1/2008 12:00:00 AM
  • ISSN
    1536-1276
  • Type

    jour

  • DOI
    10.1109/T-WC.2008.070582
  • Filename
    4712713