• DocumentCode
    1085605
  • Title

    Multiple-antenna channel hardening and its implications for rate feedback and scheduling

  • Author

    Hochwald, Bertrand M. ; Marzetta, Thomas L. ; Tarokh, Vahid

  • Author_Institution
    Bell Labs., Murray Hill, NJ, USA
  • Volume
    50
  • Issue
    9
  • fYear
    2004
  • Firstpage
    1893
  • Lastpage
    1909
  • Abstract
    Wireless data traffic is expected to grow over the next few years and the technologies that will provide data services are still being debated. One possibility is to use multiple antennas at base stations and terminals to get very high spectral efficiencies in rich scattering environments. Such multiple-input/multiple-output (MIMO) channels can then be used in conjunction with scheduling and rate-feedback algorithms to further increase channel throughput. This paper provides an analysis of the expected gains due to scheduling and bits needed for rate feedback. Our analysis requires an accurate approximation of the distribution of the MIMO channel mutual information. Because the exact distribution of the mutual information in a Rayleigh-fading environment is difficult to analyze, we prove a central limit theorem for MIMO channels with a large number of antennas. While the growth in average mutual information (capacity) of a MIMO channel with the number of antennas is well understood, it turns out that the variance of the mutual information can grow very slowly or even shrink as the number of antennas grows. We discuss implications of this "channel-hardening" result for data and voice services, scheduling, and rate feedback. We also briefly discuss the implications when shadow fading effects are included.
  • Keywords
    MIMO systems; antenna arrays; diversity reception; fading channels; radiocommunication; telecommunication traffic; MIMO; central limit theorem; channel hardening; fading channels; multiple antenna; multiple input-multiple output channels; mutual information; receive-transmit diversity; scheduling rate-feedback algorithms; shadow fading effects; wireless communications; wireless data traffic; Antenna theory; Base stations; Feedback; Information analysis; MIMO; Mutual information; Rayleigh channels; Rayleigh scattering; Scheduling algorithm; Throughput; Fading channels; receive diversity; transmit diversity; wireless communications;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2004.833345
  • Filename
    1327795