• DocumentCode
    3846906
  • Title

    Target Existence Based Resource Allocation

  • Author

    Taek Lyul Song;Darko Musicki

  • Author_Institution
    Department of Electronic Information Systems Engineering, Hanyang University, Ansan, Kyunggido, Republic of Korea
  • Volume
    58
  • Issue
    9
  • fYear
    2010
  • Firstpage
    4496
  • Lastpage
    4506
  • Abstract
    Assume an electronically steered antenna (ESA) radar. In between the search mode operations (where the radar completes one scan of the surveillance area), we may optimize performance by judiciously updating individual tracks. The optimization is often translated into the choice of the next track to update. We propose a resource allocation scheme designed to minimize the response time to changing target situation; i.e., confirmation of new tracks following new targets, and termination of tracks without targets. The resource allocation cost is a function of the probability of target existence of individual tracks. Approximative expressions are derived and verified. Simulation results show that resource allocation based on this cost significantly improves the response time of the system to the changes in target situation. As a spurious benefit, some of the sensor time is liberated for other activities.
  • Keywords
    "Resource management","Radar tracking","Target tracking","Radar antennas","Surveillance","Trajectory","State estimation","Delay","Cost function","Clutter"
  • Journal_Title
    IEEE Transactions on Signal Processing
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2010.2051152
  • Filename
    5471210