• DocumentCode
    1157304
  • Title

    Adaptive turn rate estimation using range rate measurements

  • Author

    Xianghui Yuan ; Chongzhao Han ; Zhansheng Duan ; Ming Lei

  • Author_Institution
    Inst. of Synthetic Autom., Xi´an Jiaotong Univ.
  • Volume
    42
  • Issue
    4
  • fYear
    2006
  • fDate
    10/1/2006 12:00:00 AM
  • Firstpage
    1532
  • Lastpage
    1541
  • Abstract
    The coordinated turn (CT) model is often used to track maneuvering target which performs CT motion. The key point to the successful use of this model is to determine the turn rate parameter. A new method to estimate the turn rate by using radar range-rate measurements is presented. First, four possible turn rates can be achieved with the range-rate measurements. Second, the minimum turn rate and its opposite value are chosen to be the possible turn rates. Finally, an interacting multiple model (IMM) algorithm with one constant velocity (CV) model and two CT models is designed to track the maneuvering target which performs uniform and ct motions. Monte-Carlo simulation results show that this algorithm is not only better than equivalent noise approach in tracking performance, but also better than the conventional IMM algorithm with the adaptive turn rate model. Further simulations show that the algorithm is robust with the accuracy of the range-rate measurements
  • Keywords
    Monte Carlo methods; distance measurement; estimation theory; radar tracking; target tracking; Monte-Carlo simulation; adaptive turn rate estimation; constant velocity model; coordinated turn model; coordinated turn motion; interacting multiple model; maneuvering target tracking; radar range rate measurements; Acceleration; Filters; Motion detection; Motion measurement; Noise level; Performance evaluation; Radar tracking; Recursive estimation; State estimation; Target tracking;
  • fLanguage
    English
  • Journal_Title
    Aerospace and Electronic Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9251
  • Type

    jour

  • DOI
    10.1109/TAES.2006.314594
  • Filename
    4108007