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Particle-filter-based human target tracking in image domain for through-wall imaging radar
- Source :
- The Journal of Engineering (2019)
- Publication Year :
- 2019
- Publisher :
- Wiley, 2019.
-
Abstract
- This study deals with a tracking problem for hidden human targets using time-division multiple-input-multiple-output through-wall imaging radar (TWIR). An efficient image-domain tracking algorithm is proposed. Specifically, the authors first utilise back-projection algorithm and the phase coherence factor (PCF) to obtain multi-frame high quality images. Then a tracking algorithm via amplitude-distribution-based particle filter is proposed. Experimental data validates that this algorithm has a commendable effectiveness for hidden target tracking.
- Subjects :
- target tracking
ultra wideband radar
particle filtering (numerical methods)
radar imaging
particle-filter-based human target tracking
image domain
through-wall imaging radar
tracking problem
hidden human targets
time-division multiple-input-multiple-output
efficient image-domain tracking algorithm
back-projection algorithm
phase coherence factor
multiframe high quality images
amplitude-distribution-based particle filter
hidden target tracking
Engineering (General). Civil engineering (General)
TA1-2040
Subjects
Details
- Language :
- English
- ISSN :
- 20513305
- Database :
- Directory of Open Access Journals
- Journal :
- The Journal of Engineering
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.10104a8e88fd493487eaf1f8f21c4e29
- Document Type :
- article
- Full Text :
- https://doi.org/10.1049/joe.2019.0178