• DocumentCode
    1347245
  • Title

    Frequency Domain Variation of Eigenvalues in Adaptive MIMO OFDM Systems

  • Author

    Kongara, Krishna P. ; Smith, Peter J. ; Garth, Lee M.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Canterbury, Christchurch, New Zealand
  • Volume
    10
  • Issue
    11
  • fYear
    2011
  • fDate
    11/1/2011 12:00:00 AM
  • Firstpage
    3656
  • Lastpage
    3665
  • Abstract
    We consider the effects of the frequency variation of frequency selective fading channels on adaptive multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) systems. The magnitude of this variation has important effects on system performance and design as well as applications to temporal variation, feedback delay and channel estimation.We first examine the variation of the eigenvalues and eigenvalue sums across the frequency bins of a MIMO OFDM system focusing on the changes in the ordered eigenvalues and the eigenvalue sum or link gain between two distinct frequency bins. Here we derive distributions and moments for changes in the link gain and maximum eigenvalue and autocorrelation functions for the link gain and maximum eigenvalue as well as simple approximate results for the ordered eigenvalue differences. We then consider variations in performance via the level crossing rates (LCRs) of the bit error rates (BERs) across the frequency bins of the MIMO OFDM system operating over a Rayleigh fading channel. Each eigenmode constitutes a random process in the frequency domain and we compute the LCR for the BER of transmission down the eigenchannels of the MIMO OFDM channel. We finally verify our analysis using Monte Carlo simulations.
  • Keywords
    MIMO communication; Monte Carlo methods; OFDM modulation; Rayleigh channels; channel estimation; eigenvalues and eigenfunctions; error statistics; frequency-domain analysis; BER; LCR; MIMO OFDM channel; Monte Carlo simulations; Rayleigh fading channel; adaptive MIMO OFDM systems; adaptive multiple-input multiple-output systems; autocorrelation functions; bit error rates; channel estimation; eigenchannels; eigenvalue frequency domain variation; eigenvalue sum; feedback delay; frequency selective fading channels; level crossing rates; maximum eigenvalue functions; ordered eigenvalues; orthogonal frequency division multiplexing systems; Adaptive systems; Bit error rate; Delays; Eigenvalues and eigenfunctions; MIMO; Modulation; OFDM; MIMO OFDM; adaptive modulation; eigenvalues; frequency autocorrelation function; level crossing rate; link gain;
  • fLanguage
    English
  • Journal_Title
    Wireless Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1536-1276
  • Type

    jour

  • DOI
    10.1109/TWC.2011.092911.100382
  • Filename
    6042311