A low-complexity radar for human tracking

dc.contributor.advisorLing, Haoen
dc.creatorLin, Adrianen
dc.description.abstractHuman detection and tracking have become the key necessities in security and surveillance systems, especially with the growth of terrorism threats and incidents worldwide. A low-cost, low-complexity radar for tracking multiple moving humans in indoor surveillance applications is investigated in this research. The basic concept is to employ two-element receiving array to obtain the bearing of the targets. Conventional bearing detection requires the use of an antenna array with multiple elements. In this dissertation, the use of only two elements in the receiver array for bearing tracking is investigated. The concept entails resolving the Doppler frequencies of the returned signals from the moving targets, and then measuring the phase difference at each Doppler frequency component to calculate the bearing of the targets. The concept is extended by employing an additional element for vertical scanning. This extension enables the system to provide two-dimensional bearing tracking of multiple movers in the azimuth and elevation planes. A possible application of frontal-imaging of human is also investigated. Given the fact that body parts in a moving human may give rise to different Doppler returns, their bearing information may be extracted and correlated to construct a frontal image of human. Since the frontal view of human may offer more information than the conventional top-down view (down-range), it can potentially be used for target classification purposes. The concept is extended further by incorporating two frequencies to obtain the target range information. The Doppler separation among the moving targets are again exploited and pre-filtered before measuring the phase difference to arrive at the range information of the targets. The final extension of the basic concept turns the system into a low-cost, low-complexity, three-dimensional radar for human tracking. Simulations are performed to demonstrate the concept and to assess the system performance bounds. A simplified model of human-gait is developed and used in the simulations to represent realistic factors such as microDoppler returns of body parts. An experimental system is designed and constructed to test the concept. Measurement results of human subjects in various indoor and outdoor environments are presented, including through-wall scenarios.
dc.description.departmentElectrical and Computer Engineeringen
dc.rightsCopyright is held by the author. Presentation of this material on the Libraries' web site by University Libraries, The University of Texas at Austin was made possible under a limited license grant from the author who has retained all copyrights in the works.en
dc.subject.lcshSurveillance radaren
dc.subject.lcshTracking radaren
dc.subject.lcshElectronic surveillanceen
dc.subject.lcshSecurity systemsen
dc.subject.lcshAntenna arraysen
dc.titleA low-complexity radar for human trackingen
thesis.degree.departmentElectrical and Computer Engineeringen
thesis.degree.disciplineElectrical and Computer Engineeringen
thesis.degree.grantorThe University of Texas at Austinen
thesis.degree.nameDoctor of Philosophyen

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