• DocumentCode
    835316
  • Title

    Gating techniques for maneuvering target tracking in clutter

  • Author

    Wang, Xuezhi ; Challa, Subhash ; Evans, Rob

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Melbourne Univ., Vic., Australia
  • Volume
    38
  • Issue
    3
  • fYear
    2002
  • fDate
    7/1/2002 12:00:00 AM
  • Firstpage
    1087
  • Lastpage
    1097
  • Abstract
    Gating techniques for maneuvering target tracking using an IMM-PDA filter are considered in this paper. Existing gating techniques, namely, centralized gating and model based gating are reviewed and new gating techniques, called model probability weighted gating and two-stage model probability weighted gating, are proposed. A benchmark trajectory and a random scenario are considered for performance evaluation of the gating techniques in terms of RMS errors, percentage of track loss and computational load.
  • Keywords
    filtering theory; probability; radar clutter; radar tracking; target tracking; IMM-PDA filter; RMS errors; benchmark trajectory; centralized gating; clutter; computational load; gating techniques; maneuvering target tracking; model based gating; model probability weighted gating; percentage track loss; performance evaluation; random scenario; two-stage model probability weighted gating; Character generation; Filters; Noise measurement; Performance loss; Personal digital assistants; Signal processing; Size measurement; Target tracking; Trajectory; Volume measurement;
  • fLanguage
    English
  • Journal_Title
    Aerospace and Electronic Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9251
  • Type

    jour

  • DOI
    10.1109/TAES.2002.1039426
  • Filename
    1039426