• DocumentCode
    613635
  • Title

    A PHD approach for multiple vehicle tracking based on a polar detection method in laser range data

  • Author

    Fortin, B. ; Lherbier, R. ; Noyer, J.C.

  • Author_Institution
    LISIC, Univ. Lille Nord de France, Calais, France
  • fYear
    2013
  • fDate
    15-18 April 2013
  • Firstpage
    262
  • Lastpage
    268
  • Abstract
    This paper presents a detection and tracking approach of multiple vehicles in scanning laser range data. The proposed solution relies on a new detection method based on object geometric invariant that uses the raw measurements directly in polar coordinates. The multitarget management problem is solved in the PHD framework by a particle filter.
  • Keywords
    laser ranging; particle filtering (numerical methods); target tracking; PHD framework; multiple vehicle tracking; multitarget management problem; object geometric invariant; particle filter; polar coordinates; polar detection method; raw measurements; scanning laser range data; Equations; Estimation; Mathematical model; Measurement by laser beam; Sensors; Target tracking; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Conference (SysCon), 2013 IEEE International
  • Conference_Location
    Orlando, FL
  • Print_ISBN
    978-1-4673-3107-4
  • Type

    conf

  • DOI
    10.1109/SysCon.2013.6549892
  • Filename
    6549892