• DocumentCode
    1718571
  • Title

    Post-user-selection quantization and estimation of correlated Frobenius and spectral channel norms

  • Author

    Björnson, Emil ; Ottersten, Björn

  • Author_Institution
    Signal Process. Lab., R. Inst. of Technol., Stockholm
  • fYear
    2008
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper considers quantization and exact minimum mean square error (MMSE) estimation of the squared Frobenius norm and the squared spectral norm of a Rayleigh fading multiple-input multiple-output (MIMO) channel with one-sided spatial correlation. The Frobenius and spectral norms are of great importance when describing the achievable capacity of many wireless communication systems; in particularly, they correspond to the signal-to-noise ratio (SNR) of space-time block coded and maximum ratio combining transmissions, respectively. Herein, a general quantization framework is presented, where the quantization levels are determined to maximize the feedback entropy. Quantization based on the post-user-selection distribution is discussed, and analyzed for a specific scheduler. Finally, exact results on MMSE estimation of the capacity and the SNR, conditioned on a quantized channel norm, are presented.
  • Keywords
    MIMO communication; Rayleigh channels; block codes; least mean squares methods; space-time codes; Frobenius correlation; MIMO channel; MMSE estimation; Rayleigh fading multiple-input multiple-output channel; general quantization framework; maximum ratio combining transmissions; minimum mean square error estimation; post-user-selection quantization; signal-to-noise ratio; space-time block code; spectral channel norms; Entropy; Feedback; MIMO; Mean square error methods; Quantization; Rayleigh channels; Receiving antennas; Signal to noise ratio; Transmitters; Wireless communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Personal, Indoor and Mobile Radio Communications, 2008. PIMRC 2008. IEEE 19th International Symposium on
  • Conference_Location
    Cannes
  • Print_ISBN
    978-1-4244-2643-0
  • Electronic_ISBN
    978-1-4244-2644-7
  • Type

    conf

  • DOI
    10.1109/PIMRC.2008.4699922
  • Filename
    4699922