• DocumentCode
    3618874
  • Title

    Design and synchronization of Gaussian particle filter using distributed controller scheme

  • Author

    Sangjin Hong; Xiaoyao Liang; Miodrag Bolic;P.M. Djuric

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Stony Brook Univ., NY, USA
  • Volume
    3
  • fYear
    2004
  • fDate
    6/26/1905 12:00:00 AM
  • Firstpage
    2461
  • Abstract
    This paper presents design and synchronization method for Gaussian particle filter (GPF) using distributed controller scheme. The GPF has many processing blocks where each processing block computes very complex arithmetic operations. Data dependency among processing blocks in the GPF creates an opportunity for efficient distributed controller, which guarantees correct operation. We verify its correctness using Verilog and SystemC. Each processing block is designed using commercial FPGA and execution characteristics are derived.
  • Keywords
    "Particle filters","Distributed control","Reactive power","Sampling methods","Hardware design languages","Field programmable gate arrays","Design methodology","Arithmetic","Event detection","Target tracking"
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2004. Proceedings. ICSP ´04. 2004 7th International Conference on
  • Print_ISBN
    0-7803-8406-7
  • Type

    conf

  • DOI
    10.1109/ICOSP.2004.1442279
  • Filename
    1442279