• DocumentCode
    2885146
  • Title

    Human Tracking Using Doppler Processing and Spatial Beamforming

  • Author

    Ram, Shobha Sundar ; Li, Yang ; Lin, Adrian ; Ling, Hao

  • Author_Institution
    Texas Univ., Austin
  • fYear
    2007
  • fDate
    17-20 April 2007
  • Firstpage
    546
  • Lastpage
    551
  • Abstract
    We present a continuous-wave Doppler radar with a multi-element receiver array for tracking humans. Joint Doppler processing and spatial beamforming are used to resolve multiple movers in the Doppler and direction of arrival (DOA) space. The improvement in the performance of the multi-element array compared to a previously developed two-element system is evaluated through Monte Carlo simulation. In an array of limited size, the sidelobes of the strong targets prevent the detection of weaker targets. To overcome this limitation, the monopulse, CLEAN and RELAX algorithms are investigated in conjunction with software beamforming. The improvement in the performance of the radar towards the detection of multiple targets is evaluated by simulation. Measurements are conducted using a 4-element receiver for different targets in line-of-sight and through-wall scenarios.
  • Keywords
    CW radar; Doppler radar; direction-of-arrival estimation; radar receivers; radar signal processing; radar tracking; CLEAN algorithm; Monte Carlo simulation; RELAX algorithm; continuous-wave Doppler radar; direction of arrival; human tracking; line-of-sight scenario; multi-element receiver array; software beamforming; spatial beamforming; through-wall scenario; Array signal processing; Direction of arrival estimation; Doppler radar; Humans; Radar antennas; Radar detection; Radar scattering; Radar tracking; Spatial resolution; Target tracking; CLEAN; Doppler; RELAX; beamforming; direction of arrival;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar Conference, 2007 IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1097-5659
  • Print_ISBN
    1-4244-0284-0
  • Electronic_ISBN
    1097-5659
  • Type

    conf

  • DOI
    10.1109/RADAR.2007.374277
  • Filename
    4250371