• DocumentCode
    1676428
  • Title

    Determining of marine radar target movement models for the needs of multiple model neural tracking filter

  • Author

    Kazimierski, Witold

  • Author_Institution
    Maritime Univ. of Szczecin, Szczecin, Poland
  • fYear
    2011
  • Firstpage
    611
  • Lastpage
    616
  • Abstract
    Multiple model approach is one of the most popular for tracking maneuvering targets. Combining it with neural tracking filter is the task of research project “Development of radar target tracking methods with the use of multiple model neural filtering” financed by Polish Ministry of Science and the paper is one of the series. The paper presents the research on establishing classes of target´s movement based on maneuvers dynamics indicated by rate of turn. The research was executed with real radar data and the classification method was proposed. As a result a proposal of movement classification was stated. This can be used in creating movement models for multiple model filter.
  • Keywords
    marine radar; radar tracking; tracking filters; maneuvers dynamics; marine radar target movement models; movement classification; multiple model neural tracking filter; Filtering algorithms; Maximum likelihood detection; Nonlinear filters; Radar tracking; Target tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar Symposium (IRS), 2011 Proceedings International
  • Conference_Location
    Leipzig
  • Print_ISBN
    978-1-4577-0138-2
  • Type

    conf

  • Filename
    6041621