• DocumentCode
    451012
  • Title

    The modified Riccati equation in target tracking: some recent results

  • Author

    Boers, Yvo ; Driessen, Hans ; Zwaga, Jitse

  • Author_Institution
    THALES Nederland B.V., Hengelo, Netherlands
  • Volume
    1
  • fYear
    2005
  • fDate
    25-28 July 2005
  • Abstract
    Some recent results on the modified Riccati equation are studied in this paper. This modified Riccati equation has already been associated with tracking a target under measurement uncertainty. We consider the special case of tracking a target without clutter, but with a probability of detection of less than one. This special case has received quite some attention recently, especially in relationship with Cramer Rao bounds, or equivalently expected performance. Furthermore, in some other recent works, new theoretical results on the modified Riccati equation have been derived. We will compare these results and point out their importance for performance assessment and prediction in a target tracking context.
  • Keywords
    Riccati equations; probability; target tracking; tracking filters; Cramer Rao bound; modified Riccati equation; probability of detection; target tracking; Clutter; Communication system control; Control systems; Cramer-Rao bounds; Measurement uncertainty; Radar detection; Radar tracking; Riccati equations; Target tracking; Upper bound; Cramer Rao lower bound; Kalman filter; Riccati equation; Target tracking; performance prediction; sensor failure;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion, 2005 8th International Conference on
  • Print_ISBN
    0-7803-9286-8
  • Type

    conf

  • DOI
    10.1109/ICIF.2005.1591878
  • Filename
    1591878