• DocumentCode
    3440169
  • Title

    Vector quantization techniques for multiple-antenna channel information feedback

  • Author

    Roh, J.C. ; Rao, B.D.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., California Univ., San Diego, La Jolla, CA, USA
  • fYear
    2004
  • fDate
    11-14 Dec. 2004
  • Firstpage
    402
  • Lastpage
    406
  • Abstract
    This paper presents vector quantization (VQ) techniques in the context of multiple-antenna systems with finite-rate feedback. For MISO systems, we introduce a new design criterion and develop the corresponding iterative design algorithm for quantization of the beamforming vector. For complexity-limited systems, tree-structured VQ is also examined and compared with the full-search VQ method. The method is extended to MIMO channels by employing a parameterization method that exploits the orthonormality in the spatial information matrix and using the MISO approach in a sequential manner. The parameterization method can also be used to develop an effective low-complexity scheme to deal with quantization of time-varying channels. Also briefly discussed is a matrix quantization method for feeding back the beamforming matrix in MIMO spatial multiplexing systems.
  • Keywords
    MIMO systems; array signal processing; iterative methods; time-varying channels; vector quantisation; MIMO; MISO system; antenna beamforming; information feedback; iterative design algorithm; matrix quantization method; multiinput multioutput channel; multiple-antenna system; parameterization method; spatial information matrix; spatial multiplexing system; time-varying channel; vector quantization technique; Algorithm design and analysis; Array signal processing; Channel capacity; Feedback; Iterative algorithms; MIMO; Source coding; Time-varying channels; Transmitters; Vector quantization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications, 2004. SPCOM '04. 2004 International Conference on
  • Conference_Location
    Bangalore, India
  • Print_ISBN
    0-7803-8674-4
  • Type

    conf

  • DOI
    10.1109/SPCOM.2004.1458490
  • Filename
    1458490