• DocumentCode
    2975415
  • Title

    A comparative study of target localization in MIMO radar systems

  • Author

    Godrich, Hana ; Haimovich, Alexander M. ; Blum, Rick S.

  • Author_Institution
    New Jersey Inst. of Technol., Newark, NJ
  • fYear
    2009
  • fDate
    8-13 Feb. 2009
  • Firstpage
    124
  • Lastpage
    128
  • Abstract
    In the paper, a study of target localization performances is presented for coherent multiple-input multiple-output (MIMO) and single-input multiple-output (SIMO) radars systems with widely separated elements. The evaluation is based on the best linear unbiased estimator (BLUE), providing the localization mean squared error (MSE) in a closed-form solution. This estimator elucidates the relation between the radar locations, target location, and localization accuracy through the use of the geometric dilution of precision (GDOP) metric. Contour maps of the GDOP relate a given deployment of sensors and the achievable accuracy to the at various target locations. This metric is shown to represent the spatial advantage of the system. The best achievable accuracy for both configurations is derived. MIMO radar systems with coherent processing are shown to benefit from higher spatial advantage, compared with SIMO systems. The advantage of the MIMO radar scheme over SIMO is evident when considering the achievable accuracy for a radar system with M transmitters and N receivers, rather than 1 transmitter and MN receivers. It is shown that MIMO radar, with a total of M + N sensors, has twice the performance (in terms of localization MSE) of a system with (MN + 1) sensors.
  • Keywords
    adaptive radar; mean square error methods; radar receivers; radar tracking; radar transmitters; target tracking; MIMO radar systems; adaptive array; best linear unbiased estimator; closed-form solution; coherent multiple-input multiple-output radar system; contour maps; geometric dilution of precision metric; localization mean squared error; receivers; sensors; single-input multiple-output radar systems; spatial processing; target localization; transmitters; Bandwidth; Closed-form solution; Frequency; Gaussian noise; MIMO; Radar; Sensor systems; Signal processing; Signal to noise ratio; Transmitters; MIMO radars; adaptive array; spatial processing; target localization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Waveform Diversity and Design Conference, 2009 International
  • Conference_Location
    Kissimmee, FL
  • Print_ISBN
    978-1-4244-2970-7
  • Electronic_ISBN
    978-1-4244-2971-4
  • Type

    conf

  • DOI
    10.1109/WDDC.2009.4800329
  • Filename
    4800329