• DocumentCode
    151603
  • Title

    Some notes on Gaussian tracking of objects exhibiting correlated motion

  • Author

    Franken, Dietrich

  • Author_Institution
    Sensor Tracking, Airbus Defence & Space, Ulm, Germany
  • fYear
    2014
  • fDate
    8-10 Oct. 2014
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, we discuss an approach to model object groups moving in a coordinated fashion within a Gaussian framework. For tracking the group members, we will derive an appropriate estimator based on the chosen model and detail some aspects to be considered when using the estimator in operational software. Possible limitations of the model as well as inherent differences to other existing approaches will also be discussed.
  • Keywords
    Gaussian processes; object tracking; Gaussian framework; Gaussian objects tracking; correlated motion; operational software; Correlation; Estimation error; Joints; Kernel; Mathematical model; Noise; Stochastic processes; Gaussian tracking; coordinated motion; object groups;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sensor Data Fusion: Trends, Solutions, Applications (SDF), 2014
  • Conference_Location
    Bonn
  • Type

    conf

  • DOI
    10.1109/SDF.2014.6954709
  • Filename
    6954709