• DocumentCode
    717897
  • Title

    Statistical Analysis of the Channel Capacity Outage Intervals in Massive MIMO Systems with OSTBC over Rayleigh Fading Channels

  • Author

    Hicheri, Rym ; Hajri, Nazih ; Youssef, Neji ; Patzold, Matthias ; Kawabata, Tsutomu

  • Author_Institution
    Ecole Supαieure des Commun. de Tunis, Univ. de Carthage, Tunis, Tunisia
  • fYear
    2015
  • fDate
    11-14 May 2015
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper studies approximate solutions for the statistical properties of the outage intervals of the instantaneous capacity in massive multiple- input multiple- output (MIMO) sys- tems with orthogonal space-time block code (OSTBC) over Rayleigh fading channels. We take advantage from the fact that the probability density function (PDF) of the channel power gain can be approximated by a left-truncated Gaussian distribution if the number of transmit and receive antennas is large. Assuming a symmetrical Doppler power spectral density (PSD), a closed- form expression is presented for the Rice probability function of the outage durations. This function, in general, approximates the PDF of the outage intervals only over its initial part. By applying the asymptotic behavior of level crossings of Gaussian processes, an alternative expression, valid only for low capacity thresholds, is obtained, which, in turn, is applied to determine an approximate solution for the kth-order moments of the outage intervals. Also presented is the PDF of the so- called instantaneous capacity loss with respect to the average capacity. Simulation results have been shown to be in good agreement with the theoretical approximations, thereby confirming their validity. Although, the focus of the study is on massive MIMO systems, it has been observed that the approximations are accurate even for a moderate number of antennas such as the case of 4×4 MIMO-OSTBC systems.
  • Keywords
    Gaussian distribution; Gaussian processes; MIMO communication; Rayleigh channels; channel capacity; orthogonal codes; probability; receiving antennas; space-time block codes; statistical analysis; telecommunication network reliability; transmitting antennas; Doppler power spectral density; Gaussian distribution; Gaussian processes; MIMO systems; OSTBC; PDF; PSD; Rayleigh fading channels; Rice probability function; channel capacity outage interval; channel power gain; multiple-input multiple-output systems; orthogonal space-time block code; probability density function; receive antennas; transmit antennas; Approximation methods; Channel capacity; Fading; Gaussian processes; MIMO; Probability density function; Simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Vehicular Technology Conference (VTC Spring), 2015 IEEE 81st
  • Conference_Location
    Glasgow
  • Type

    conf

  • DOI
    10.1109/VTCSpring.2015.7146107
  • Filename
    7146107