Cargando…
An Experimental Multi-Target Tracking of AM Radio-Based Passive Bistatic Radar System via Multi-Static Doppler Shifts
This paper presents a description of recent research and the multi-target tracking in experimental passive bistatic radar (PBR) system taking advantage of numerous non-cooperative AM radio signals via multi-static doppler shifts. However, it raises challenges for use by multiple spatially distribute...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8473278/ https://www.ncbi.nlm.nih.gov/pubmed/34577399 http://dx.doi.org/10.3390/s21186196 |
_version_ | 1784574951970308096 |
---|---|
author | Zhou, Xueqin Ma, Hong Xu, Hang |
author_facet | Zhou, Xueqin Ma, Hong Xu, Hang |
author_sort | Zhou, Xueqin |
collection | PubMed |
description | This paper presents a description of recent research and the multi-target tracking in experimental passive bistatic radar (PBR) system taking advantage of numerous non-cooperative AM radio signals via multi-static doppler shifts. However, it raises challenges for use by multiple spatially distributed AM radio illuminators for multi-target tracking in PBR system due to complex data association hypotheses and no directly used tracking algorithm in the practical scenario. To solve these problems, after a series of key array signal processing techniques in the self-developed system, by constructing a nonlinear measurement model, the novel method is proposed to accommodate nonlinear model by using the unscented transformation (UT) in Gaussian mixture (GM) implementation of iterated-corrector cardinality-balanced multi-target multi-Bernoulli (CBMeMBer). Simulation and experimental results analysis verify the feasibility of this approach used in a practical PBR system for moving multi-target tracking. |
format | Online Article Text |
id | pubmed-8473278 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-84732782021-09-28 An Experimental Multi-Target Tracking of AM Radio-Based Passive Bistatic Radar System via Multi-Static Doppler Shifts Zhou, Xueqin Ma, Hong Xu, Hang Sensors (Basel) Article This paper presents a description of recent research and the multi-target tracking in experimental passive bistatic radar (PBR) system taking advantage of numerous non-cooperative AM radio signals via multi-static doppler shifts. However, it raises challenges for use by multiple spatially distributed AM radio illuminators for multi-target tracking in PBR system due to complex data association hypotheses and no directly used tracking algorithm in the practical scenario. To solve these problems, after a series of key array signal processing techniques in the self-developed system, by constructing a nonlinear measurement model, the novel method is proposed to accommodate nonlinear model by using the unscented transformation (UT) in Gaussian mixture (GM) implementation of iterated-corrector cardinality-balanced multi-target multi-Bernoulli (CBMeMBer). Simulation and experimental results analysis verify the feasibility of this approach used in a practical PBR system for moving multi-target tracking. MDPI 2021-09-15 /pmc/articles/PMC8473278/ /pubmed/34577399 http://dx.doi.org/10.3390/s21186196 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhou, Xueqin Ma, Hong Xu, Hang An Experimental Multi-Target Tracking of AM Radio-Based Passive Bistatic Radar System via Multi-Static Doppler Shifts |
title | An Experimental Multi-Target Tracking of AM Radio-Based Passive Bistatic Radar System via Multi-Static Doppler Shifts |
title_full | An Experimental Multi-Target Tracking of AM Radio-Based Passive Bistatic Radar System via Multi-Static Doppler Shifts |
title_fullStr | An Experimental Multi-Target Tracking of AM Radio-Based Passive Bistatic Radar System via Multi-Static Doppler Shifts |
title_full_unstemmed | An Experimental Multi-Target Tracking of AM Radio-Based Passive Bistatic Radar System via Multi-Static Doppler Shifts |
title_short | An Experimental Multi-Target Tracking of AM Radio-Based Passive Bistatic Radar System via Multi-Static Doppler Shifts |
title_sort | experimental multi-target tracking of am radio-based passive bistatic radar system via multi-static doppler shifts |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8473278/ https://www.ncbi.nlm.nih.gov/pubmed/34577399 http://dx.doi.org/10.3390/s21186196 |
work_keys_str_mv | AT zhouxueqin anexperimentalmultitargettrackingofamradiobasedpassivebistaticradarsystemviamultistaticdopplershifts AT mahong anexperimentalmultitargettrackingofamradiobasedpassivebistaticradarsystemviamultistaticdopplershifts AT xuhang anexperimentalmultitargettrackingofamradiobasedpassivebistaticradarsystemviamultistaticdopplershifts AT zhouxueqin experimentalmultitargettrackingofamradiobasedpassivebistaticradarsystemviamultistaticdopplershifts AT mahong experimentalmultitargettrackingofamradiobasedpassivebistaticradarsystemviamultistaticdopplershifts AT xuhang experimentalmultitargettrackingofamradiobasedpassivebistaticradarsystemviamultistaticdopplershifts |