• DocumentCode
    2330041
  • Title

    An Unscented Kalman Filter for ICI Cancellation in High-Mobility OFDM System

  • Author

    Zhang, Xinming ; Yang, Bo ; Li, Shan ; Men, Aidong

  • Author_Institution
    Sch. of Inf. & Commun. Eng., Beijing Univ. of Posts & Telecommun., Beijing, China
  • fYear
    2011
  • fDate
    15-18 May 2011
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    OFDM system suffers from inter-carrier interference due to frequency offset produced by the movement of terminals. Several schemes have been proposed to mitigate this type of interference. In this paper, an unscented Kalman filter (UKF) based methodology is addressed to estimate the carrier frequency offset (CFO).We have compared the BER performance of UKF with other schemes and also analyzed the convergence as well as accuracy behavior between UKF and EKF. The simulation result shows that comparing to conventional non-iterative methods, UKF and EKF have higher accuracy and efficiency. Furthermore, UKF surpasses EKF in convergence rate and consistency.
  • Keywords
    Kalman filters; OFDM modulation; error statistics; interference suppression; mobile radio; nonlinear filters; BER performance; ICI cancellation; bit error rate; carrier frequency offset; conventional non-iterative methods; extended Kalman filter; high-mobility OFDM system; intercarrier interference; unscented Kalman filter; Bit error rate; Convergence; Doppler effect; Estimation; Kalman filters; Multimedia communication; OFDM;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Vehicular Technology Conference (VTC Spring), 2011 IEEE 73rd
  • Conference_Location
    Budapest
  • ISSN
    1550-2252
  • Print_ISBN
    978-1-4244-8332-7
  • Type

    conf

  • DOI
    10.1109/VETECS.2011.5956315
  • Filename
    5956315