• DocumentCode
    2366091
  • Title

    Cramer-Rao bound for joint location and velocity estimation in multi-target non-coherent MIMO radars

  • Author

    Wei, Chuanming ; He, Qian ; Blum, Rick S.

  • Author_Institution
    ECE Dept., Lehigh Univ., Bethlehem, PA, USA
  • fYear
    2010
  • fDate
    17-19 March 2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, we focus on a performance bound for joint location and velocity estimation in non-coherent MIMO radars with multiple targets, which has not been studied before. Closed-form expressions for the Cramer-Rao bound are provided for a two-target case. We use numerical simulations to validate the Cramer-Rao bounds and use these bounds to study the performance of a non-coherent MIMO radar system. We analyze the influence of the distance between two targets on the estimation performance. Simulation results reveal that the spatial advantage, which was uncovered previously for a single-target case, also applies for two targets.
  • Keywords
    MIMO radar; numerical analysis; radar tracking; target tracking; Cramer-Rao bound; closed-form expression; estimation performance; location estimation; multitarget noncoherent MIMO radar; numerical simulation; velocity estimation; Closed-form solution; Delay effects; Doppler radar; Helium; MIMO; Performance analysis; Radar antennas; Radar signal processing; Random variables; Transmitters; Cramer-Rao bound; MIMO radar; multi-target; non-coherent;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Sciences and Systems (CISS), 2010 44th Annual Conference on
  • Conference_Location
    Princeton, NJ
  • Print_ISBN
    978-1-4244-7416-5
  • Electronic_ISBN
    978-1-4244-7417-2
  • Type

    conf

  • DOI
    10.1109/CISS.2010.5464895
  • Filename
    5464895