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

被引:14
|
作者
Chang, SangHyun [1 ]
Wolf, Michael [1 ]
Burdick, Joel W. [1 ]
机构
[1] CALTECH, Pasadena, CA 91125 USA
来源
2009 IEEE INTERNATIONAL CONFERENCE ON ULTRA-WIDEBAND (ICUWB 2009) | 2009年
关键词
UWB radar; tracking; filtering; multi-target tracking; multiple hypothesis tracking;
D O I
10.1109/ICUWB.2009.5288767
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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 monostatic 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.
引用
收藏
页码:459 / 463
页数:5
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