• DocumentCode
    583701
  • Title

    Sequential measurement processing for tracking with an FMCW radar network

  • Author

    Kim, Dae-Bong ; Hong, Sun-Mog

  • Author_Institution
    Samsung Techwin Co., Changwon, South Korea
  • fYear
    2012
  • fDate
    17-21 Oct. 2012
  • Firstpage
    508
  • Lastpage
    510
  • Abstract
    In this note, we briefly describe a track management solution to a multi-target tracking problem for an FMCW radar network. A sequence of beat frequency measurements obtained from collocated FMCW radars are used directly to initiate new tracks and update established tracks. The track initiations and updates are performed sequentially with beat frequency measurements on a chirp by chirp basis. This direct and sequential processing eliminates range/range-rate calculations and a multilateration processing. It also decomposes the measurement-to-track association problem into a series of two-dimensional assignment problems that can be solved with much less computational effort. Monte Carlo simulations were performed to evaluate the track management solution.
  • Keywords
    CW radar; FM radar; Monte Carlo methods; frequency measurement; radar tracking; target tracking; FMCW radar network; Monte Carlo simulations; beat frequency measurements; chirp basis; collocated FMCW radars; direct processing; measurement-to-track association problem; multilateration processing; multitarget tracking problem; range/range-rate calculations; sequential measurement processing; sequential processing; track management solution; two-dimensional assignment problems; Chirp; Clutter; Frequency measurement; Radar measurements; Radar tracking; Target tracking; Data association; FMCW radar networks; Track management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Automation and Systems (ICCAS), 2012 12th International Conference on
  • Conference_Location
    JeJu Island
  • Print_ISBN
    978-1-4673-2247-8
  • Type

    conf

  • Filename
    6393497