• DocumentCode
    1768088
  • Title

    Multi-target tracking algorithm based on FIR filters

  • Author

    Chang Joo Lee ; Kyung Min Min ; Hyun Duck Choi ; Choon Ki Ahn ; Myo Taeg Lim

  • Author_Institution
    Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
  • fYear
    2014
  • fDate
    22-25 Oct. 2014
  • Firstpage
    1112
  • Lastpage
    1116
  • Abstract
    This research article proposes a multi-target tracking algorithm by using a finite impulse response (FIR) filter. The advantage of the FIR filter is to observe robust filtering to incorrect data such as model uncertainty and noise, etc. This paper demonstrates robust tracking performance for multi-target tracking using the properties of FIR filter. In order to use FIR structure, all possible paths are constructed and the estimate of each path is chosen as the target through Mahalanobis distance if it is appropriate target.
  • Keywords
    FIR filters; target tracking; FIR filters; Mahalanobis distance; finite impulse response filters; multitarget tracking algorithm; Estimation; finite impulse response (FIR) structure; multi-target tracking; state estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Automation and Systems (ICCAS), 2014 14th International Conference on
  • Conference_Location
    Seoul
  • ISSN
    2093-7121
  • Print_ISBN
    978-8-9932-1506-9
  • Type

    conf

  • DOI
    10.1109/ICCAS.2014.6987546
  • Filename
    6987546