• DocumentCode
    2949385
  • Title

    Adaptive timing synchronization based on extended Kalman filter for Wavelet Packet Modulated signals

  • Author

    Yi, Sun ; Jiuyu, Hao

  • Author_Institution
    Sch. of Electron. Inf. Eng., Tianjin Univ., Tianjin, China
  • fYear
    2009
  • fDate
    13-15 Nov. 2009
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Wavelet Packet Modulation (WPM) is a novel multicarrier modulation (MCM) technique. However, one of it´s a few key research questions is the sensitivity and vulnerability to time synchronization errors. In this paper, the decision-aided extended Kalman filtering (EKF) technique based timing recovery is investigated for nonlinear disturbance channel in digital communication system. The main features of the proposed timing recovery algorithm are faster convergence, smaller root mean square error (RMSE) and bit error rate (BER) than traditional timing recovery methods, which enables it to handle larger timing errors more reliably and provide with better performance of timing recovery. The simulation results for various time-varying channels are presented to show that the proposed timing recovery algorithm is fit for Wavelet packet transform-based multicarrier modulation system.
  • Keywords
    Kalman filters; digital communication; error statistics; mean square error methods; time-varying channels; wavelet transforms; adaptive timing synchronization; bit error rate; digital communication system; extended Kalman filter; multicarrier modulation technique; nonlinear disturbance channel; root mean square error; time-varying channels; wavelet packet modulated signals; Bit error rate; Convergence; Digital communication; Digital filters; Filtering; Kalman filters; Root mean square; Time-varying channels; Timing; Wavelet packets; adaptive timing recovery; extende Kalman filter; multicarrier modulation; wavelet packet transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications & Signal Processing, 2009. WCSP 2009. International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-4856-2
  • Electronic_ISBN
    978-1-4244-5668-0
  • Type

    conf

  • DOI
    10.1109/WCSP.2009.5371480
  • Filename
    5371480