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An algorithm for UWB radar-based human detection

Chang, SangHyun and Mitsumoto, Naoki and Burdick, Joel W. (2009) An algorithm for UWB radar-based human detection. In: Radar Conference, 2009 IEEE. IEEE , Piscataway, NJ, pp. 1-6. ISBN 978-1-4244-2870-0. https://resolver.caltech.edu/CaltechAUTHORS:20100510-145332645

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Abstract

This paper presents an algorithm for human presence detection in urban environments using an ultra-wide-band (UWB) impulse-based mono-static radar. A specular multi-path model (SMPM) is used to characterize human body scattered UWB waveforms. The SMPM parameters are used within a classical likelihood ratio detector framework to detect the presence of humans via gait, with the aid of a multi-target tracking technique (MTT). Experimental results on a simple human gait detection problem in an outdoor urban environment are presented to illustrate and validate the approach.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1109/RADAR.2009.4976999 DOIArticle
Additional Information:© 2009 IEEE. The authors greatly appreciate the financial support of this work provided by the Denso Corporation, Aichi, Japan.
Funders:
Funding AgencyGrant Number
Denso CorporationUNSPECIFIED
Subject Keywords:UWB radar; impulse radar; human detection; multi-target tracking
Record Number:CaltechAUTHORS:20100510-145332645
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20100510-145332645
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:18224
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:17 May 2010 03:49
Last Modified:03 Oct 2019 01:39

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