• DocumentCode
    3222231
  • Title

    Time-varying phase noise and channel estimation in MIMO systems

  • Author

    Mehrpouyan, Hani ; Nasir, Ali A. ; Eriksson, Thomas ; Blostein, Steven D. ; Karagiannidis, George K. ; Svensson, Tommy

  • Author_Institution
    Dept. of S2, Chalmers Univ. of Technol., Gothenburg, Sweden
  • fYear
    2012
  • fDate
    17-20 June 2012
  • Firstpage
    560
  • Lastpage
    564
  • Abstract
    Performance of high speed communication systems is negatively affected by oscillator phase noise (PN). In this paper joint estimation of channel gains and Wiener PN in multi-input multi-output (MIMO) systems is analyzed. The signal model for the estimation problem is outlined in detail. In order to reduce overhead, a low complexity data-aided least-squares (LS) estimator for jointly obtaining the channel gains and PN parameters is derived. In order to track PN processes over a frame, a new decision-directed extended Kalman filter (EKF) is proposed. Numerical results show that the proposed LS and EKF based PN estimator performances are close to the CRLB and simulation results indicate that by employing the proposed estimators the bit-error rate (BER) performance of a MIMO system can be significantly improved in the presence of PN.
  • Keywords
    Kalman filters; MIMO communication; channel estimation; error statistics; least squares approximations; phase noise; radiofrequency oscillators; time-varying channels; BER performance; CRLB; EKF; LS estimator; MIMO systems; PN parameters; Wiener PN; bit-error rate; channel gain; extended Kalman filter; high speed communication system; low complexity data-aided least-squares estimator; multi-input multi-output systems; oscillator phase noise; overhead reduction; signal model; time-varying channel estimation; time-varying phase noise estimation; Channel estimation; Estimation; MIMO; Phase noise; Receiving antennas; Signal to noise ratio; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Advances in Wireless Communications (SPAWC), 2012 IEEE 13th International Workshop on
  • Conference_Location
    Cesme
  • ISSN
    1948-3244
  • Print_ISBN
    978-1-4673-0970-7
  • Type

    conf

  • DOI
    10.1109/SPAWC.2012.6292972
  • Filename
    6292972