• DocumentCode
    972458
  • Title

    Human Presence Detection Using Millimeter-Wave Radiometry

  • Author

    Nanzer, Jeffrey A. ; Rogers, Robert L.

  • Author_Institution
    Univ. of Texas at Austin, Austin
  • Volume
    55
  • Issue
    12
  • fYear
    2007
  • Firstpage
    2727
  • Lastpage
    2733
  • Abstract
    A novel method of human presence detection using passive millimeter-wave (MMW) sensors is presented. The method focuses on detecting a standing human from a moving platform in a cluttered outdoor environment using MMW radiometry, which has not been attempted before. Ka-band radiometers are used in the total power mode, as well as correlation mode, which ideally responds well to self-luminous objects such as humans. The intrinsic radiative power from a human is derived, as well as the responses of the total power and correlation modes. A summary of the system hardware design is presented, as well as experimental results. Lastly, a simple Bayesian classification formulation is introduced and shown to produce promising results in classification of humans and nonhumans.
  • Keywords
    Bayes methods; millimetre wave measurement; object detection; radiometry; Bayesian classification; Ka-band radiometers; cluttered outdoor environment; human presence detection; intrinsic radiative power; millimeter-wave radiometry; passive millimeter-wave sensors; self-luminous objects; standing human detection; system hardware design; Frequency; Humans; Infrared detectors; Microwave radiometry; Millimeter wave radar; Millimeter wave technology; Object detection; Radar detection; Radiometers; Receivers; Correlation radiometry; human presence detection; microwave radiometry; multisensor systems; robot sensing systems; site security monitoring;
  • fLanguage
    English
  • Journal_Title
    Microwave Theory and Techniques, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9480
  • Type

    jour

  • DOI
    10.1109/TMTT.2007.909872
  • Filename
    4381297