• DocumentCode
    2593580
  • Title

    Neural target tracking

  • Author

    Kim, Kwang ; Shafai, Bahram

  • Author_Institution
    Mitre Corp., Bedford, MA, USA
  • fYear
    1991
  • fDate
    13-16 Oct 1991
  • Firstpage
    1523
  • Abstract
    The neural data association (DA) process during apparent motion perception in the human visual system is investigated and principles of the associated process are examined. From the theory of human motion perception, a novel DA algorithm was developed and the algorithm was applied to the DA problem arising in radar target tracking. The authors review radar tracking operations, discuss problems with current DA techniques, and present a derivation of the neural track and DA algorithm. A computer simulation was performed for target tracking in a clutter environment, and the performance is compared with other classical DA techniques
  • Keywords
    computerised pattern recognition; neural nets; radar clutter; radar theory; tracking; visual perception; clutter environment; human motion perception; human visual system; neural data association; neural nets; radar target tracking; Computer simulation; Filtering; Humans; PROM; Personal digital assistants; Radar theory; Radar tracking; State estimation; Target tracking; Visual system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 1991. 'Decision Aiding for Complex Systems, Conference Proceedings., 1991 IEEE International Conference on
  • Conference_Location
    Charlottesville, VA
  • Print_ISBN
    0-7803-0233-8
  • Type

    conf

  • DOI
    10.1109/ICSMC.1991.169904
  • Filename
    169904