• DocumentCode
    461698
  • Title

    Algorithm of Fuzzy Track Correlation in Multisensor System Based on Neural Network

  • Author

    Tian, Baoguo ; Zhang, Jiping ; Yang, Shulian

  • Author_Institution
    Naval Aeronaut. Eng. Inst.
  • Volume
    3
  • fYear
    2006
  • fDate
    16-20 2006
  • Abstract
    The problem of track correlation is transformed to a problem of multi-dimensional assignment in the situation of multiple local nodes in a distributed multisensor data fusion system. Because the problem of multi-dimensional assignment is a typical NP hard problem, a new model of three-dimensional neural network is proposed to deal with it. The experimental results illustrate that this model not only makes the track correlation correct percent high, but also the processing time can not increase exponentially with dimensions
  • Keywords
    computational complexity; correlation methods; distributed sensors; fuzzy set theory; neural nets; sensor fusion; NP hard problem; distributed multisensor data fusion system; fuzzy track correlation; multidimensional assignment; multisensor system; three-dimensional neural network; Aerospace engineering; Electronic mail; Fuzzy logic; Fuzzy neural networks; Fuzzy sets; Fuzzy systems; Multisensor systems; NP-hard problem; Neural networks; Target tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2006 8th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-9736-3
  • Electronic_ISBN
    0-7803-9736-3
  • Type

    conf

  • DOI
    10.1109/ICOSP.2006.345771
  • Filename
    4129237