Title :
Human Presence Detection Using Millimeter-Wave Radiometry
Author :
Nanzer, Jeffrey A. ; Rogers, Robert L.
Author_Institution :
Univ. of Texas at Austin, Austin
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;
Journal_Title :
Microwave Theory and Techniques, IEEE Transactions on
DOI :
10.1109/TMTT.2007.909872