• DocumentCode
    1918920
  • Title

    An MHT algorithm for UWB radar-based multiple human target tracking

  • Author

    Chang, SangHyun ; Wolf, Michael ; Burdick, Joel W.

  • Author_Institution
    Eng. & Appl. Sci., California Inst. of Technol., Pasadena, CA, USA
  • fYear
    2009
  • fDate
    9-11 Sept. 2009
  • Firstpage
    459
  • Lastpage
    463
  • Abstract
    This paper presents a multiple hypothesis tracking (MHT) framework for tracking the ranges and velocities of a variable number of moving human targets via a mono-static ultra-wideband (UWB) radar. The multi-target tracking (MTT) problem for UWB radar-based human target tracking differs from traditional applications because of the multitude of observations (multipath scattering) per target in each scan, due to the short spatial extent of the transmitted UWB signal pulse width. We develop an MHT framework for UWB radar-based multiple human target tracking that extends a previously studied human tracking algorithm. We present experimental results in which a monostatic UWB radar tracks both individual and multiple human targets, even with changing numbers of targets across radar scans.
  • Keywords
    radar tracking; target tracking; ultra wideband radar; MHT algorithm; UWB radar; monostatic ultra-wideband radar; multiple human target tracking; multiple hypothesis tracking; Application software; Clustering algorithms; Electromagnetic scattering; Humans; Radar scattering; Radar tracking; Space vector pulse width modulation; Target tracking; Ultra wideband radar; Ultra wideband technology; UWB radar; filtering; multi-target tracking; multiple hypothesis tracking; tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Ultra-Wideband, 2009. ICUWB 2009. IEEE International Conference on
  • Conference_Location
    Vancouver, BC
  • Print_ISBN
    978-1-4244-2930-1
  • Electronic_ISBN
    978-1-4244-2931-8
  • Type

    conf

  • DOI
    10.1109/ICUWB.2009.5288767
  • Filename
    5288767