• DocumentCode
    532056
  • Title

    A particle filter algorithm of voltage amplitude tracking for electric signal with short-time disturbance

  • Author

    Tang, Ye ; Yang, Ling ; Fan, Lin-Bo

  • Author_Institution
    Depts. Comput. Sci., Zunyi Normal Coll., Zunyi, China
  • Volume
    6
  • fYear
    2010
  • fDate
    22-24 Oct. 2010
  • Abstract
    This paper, aiming at voltage amplitude changes proceed tracking study when arisen from lightning waves electric signal by the short-time disturbance, and an algorithm of modified particle filter used in random tracking the voltage amplitude is proposed, which used random process, Bayes method and Monte Carlo - sequential particle filter tracking algorithm and combined of various prior information to improve the accuracy of the signal power tracking. Then through the simulation experiments to prove the effectiveness of this algorithm, thus the nonlinear problem which is electric system tracking voltage signal random disturbance, is resolved.
  • Keywords
    Bayes methods; Monte Carlo methods; electromagnetic interference; lightning; particle filtering (numerical methods); power transmission; random processes; tracking; Bayes method; Monte Carlo method; lightning waves electric signal; particle filter algorithm; random process; short-time disturbance; signal power tracking; voltage amplitude tracking; Annealing; Particle filters; resample; short-time disturbance; voltage tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Application and System Modeling (ICCASM), 2010 International Conference on
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4244-7235-2
  • Electronic_ISBN
    978-1-4244-7237-6
  • Type

    conf

  • DOI
    10.1109/ICCASM.2010.5619375
  • Filename
    5619375