• DocumentCode
    1690891
  • Title

    Performance evaluation of a 2/2×m/n logic for track formation in clutter using a bi-band imaging sensor

  • Author

    Dezert ; Kirubarajan, T.

  • Author_Institution
    ONERA, Chatillon, France
  • fYear
    1999
  • fDate
    6/21/1905 12:00:00 AM
  • Abstract
    In this paper, an extension of cascaded logic track formation for bi-band imaging sensors was presented. The proposed performance evaluation technique avoids the need for extensive simulations and is applicable to both AND/OR fusion rules on the two images. This new technique can be used to select logic parameters based on the desired true track detection and false track acceptance probabilities. It was shown that for a given bi-band 2/2×m/n cascaded logic, the probability of true track acceptance can be improved by choosing the OR fusion rule whereas the probability of false track acceptance can be reduced by choosing the AND fusion rule. It is not possible to increase the true track probability and decrease the false track probability simultaneously by using the same fusion rule
  • Keywords
    optical tracking; 2/2×m/n logic; AND/OR fusion rules; IR imaging sensor; Markov chains; bi-band imaging sensor; cascaded logic track formation; data fusion; dynamic model; false track acceptance probability; image fusion; local track fusion; logic-based pixel fusion; performance evaluation; state transition probability; surveillance; thresholded images; track formation in clutter; true track detection probability;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Target Tracking: Algorithms and Applications (Ref. No. 1999/090, 1999/215), IEE Colloquium on
  • Conference_Location
    London
  • Type

    conf

  • DOI
    10.1049/ic:19990516
  • Filename
    827261