• DocumentCode
    1837812
  • Title

    Fast computation of particle filters on processor arrays

  • Author

    Horvath, Andras ; Rasonyi, M.

  • Author_Institution
    Fac. of Inf. Technol., Pazmany Peter Catholic Univ., Budapest, Hungary
  • fYear
    2010
  • fDate
    3-5 Feb. 2010
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    We have developed a new variant of the particle filter algorithm for estimating a signal from noisy observations. It suits ideally implementation on a cellular processor array. The error of the new algorithm is essentially the same as that of the old one but it runs much faster, especially when there is a large number of particles to be simulated.
  • Keywords
    Monte Carlo methods; microprocessor chips; parallel algorithms; particle filtering (numerical methods); cellular processor array; particle filters computation; signal estimation; Additive noise; Cellular networks; Mathematics; Parallel processing; Particle filters; Signal processing; Signal processing algorithms; State estimation; Stochastic processes; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cellular Nanoscale Networks and Their Applications (CNNA), 2010 12th International Workshop on
  • Conference_Location
    Berkeley, CA
  • Print_ISBN
    978-1-4244-6679-5
  • Type

    conf

  • DOI
    10.1109/CNNA.2010.5430293
  • Filename
    5430293
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1837812