• DocumentCode
    802592
  • Title

    Approaches to Multisensor Data Fusion in Target Tracking: A Survey

  • Author

    Smith, Duncan ; Singh, Sameer

  • Author_Institution
    Res. Sch. of Informatics, Loughborough Univ. of Technol.
  • Volume
    18
  • Issue
    12
  • fYear
    2006
  • Firstpage
    1696
  • Lastpage
    1710
  • Abstract
    The tracking of objects using distributed multiple sensors is an important field of work in the application areas of autonomous robotics, military applications, and mobile systems. In this survey, we review a number of computationally intelligent methods that are used for developing robust tracking schemes through sensor data fusion. The survey discusses the application of the various algorithms at different layers of the JDL model and highlights the weaknesses and strengths of the approaches in the context of different applications
  • Keywords
    distributed sensors; sensor fusion; target tracking; JDL model; distributed multiple sensors; multisensor data fusion; robust tracking; target tracking; Competitive intelligence; Computational intelligence; Intelligent robots; Intelligent sensors; Military computing; Mobile robots; Robot sensing systems; Robustness; Sensor systems and applications; Target tracking; Distributed sensors; data fusion.; information fusion; tracking;
  • fLanguage
    English
  • Journal_Title
    Knowledge and Data Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1041-4347
  • Type

    jour

  • DOI
    10.1109/TKDE.2006.183
  • Filename
    1717425