• DocumentCode
    2239047
  • Title

    An improved clustering concept for MHT applications

  • Author

    de Waard, H.W.

  • Author_Institution
    Thales Naval Nederland B.V., Hengelo, Netherlands
  • Volume
    1
  • fYear
    2001
  • fDate
    16-17 Oct. 2001
  • Firstpage
    42614
  • Abstract
    An improved clustering concept is introduced based on the premise that a cluster can contain a number of independent components. Based on the found independent components new clusters can be formed. With the introduction of the improved concept in multiple hypothesis tracking (MHT) applications, large reductions in the use of computation time and computer memory are possible. Furthermore, results are available earlier to the operator. In the paper experimental evidence for the existence of independent components is presented.
  • Keywords
    pattern clustering; sensor fusion; target tracking; MHT applications; clustering; computation time; data fusion; data-association; independent components; multiple hypothesis tracking; multiple target tracking;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Target Tracking: Algorithms and Applications (Ref. No. 2001/174), IEE
  • Type

    conf

  • DOI
    10.1049/ic:20010235
  • Filename
    1031852
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2239047