DocumentCode
1918920
Title
An MHT algorithm for UWB radar-based multiple human target tracking
Author
Chang, SangHyun ; Wolf, Michael ; Burdick, Joel W.
Author_Institution
Eng. & Appl. Sci., California Inst. of Technol., Pasadena, CA, USA
fYear
2009
fDate
9-11 Sept. 2009
Firstpage
459
Lastpage
463
Abstract
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 mono-static 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.
Keywords
radar tracking; target tracking; ultra wideband radar; MHT algorithm; UWB radar; monostatic ultra-wideband radar; multiple human target tracking; multiple hypothesis tracking; Application software; Clustering algorithms; Electromagnetic scattering; Humans; Radar scattering; Radar tracking; Space vector pulse width modulation; Target tracking; Ultra wideband radar; Ultra wideband technology; UWB radar; filtering; multi-target tracking; multiple hypothesis tracking; tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Ultra-Wideband, 2009. ICUWB 2009. IEEE International Conference on
Conference_Location
Vancouver, BC
Print_ISBN
978-1-4244-2930-1
Electronic_ISBN
978-1-4244-2931-8
Type
conf
DOI
10.1109/ICUWB.2009.5288767
Filename
5288767
Link To Document