Multiple moving person tracking by UWB sensors: the effect of mutual shielding persons and methods reducing its impacts

Abstract Ultra-wideband (UWB) radars are sensors allowing to track people in critical environments and situations. The results reached by single UWB sensors for such applications have shown that they are able to detect and track a person very well in a single person scenario. However, in multiple mo...

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Main Authors: Dušan Kocur, Jana Fortes, Mária Švecová
Format: Article
Language:English
Published: SpringerOpen 2017-04-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13638-017-0847-x
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spelling doaj-d7af419df0bd4a179c0c355239a090462020-11-24T21:51:47ZengSpringerOpenEURASIP Journal on Wireless Communications and Networking1687-14992017-04-012017111510.1186/s13638-017-0847-xMultiple moving person tracking by UWB sensors: the effect of mutual shielding persons and methods reducing its impactsDušan Kocur0Jana Fortes1Mária Švecová2Department of Electronics and Multimedia Communications, Faculty of Electrical Engineering and Informatics, Technical University of KošiceDepartment of Electronics and Multimedia Communications, Faculty of Electrical Engineering and Informatics, Technical University of KošiceDepartment of Electronics and Multimedia Communications, Faculty of Electrical Engineering and Informatics, Technical University of KošiceAbstract Ultra-wideband (UWB) radars are sensors allowing to track people in critical environments and situations. The results reached by single UWB sensors for such applications have shown that they are able to detect and track a person very well in a single person scenario. However, in multiple moving person scenarios, the ability of a single UWB sensor to detect several persons is usually significantly reduced. This is caused by a mutual shielding among people. In this paper, we will deal with the mutual shielding effect and its impacts, as well as with the methods of improving multiple moving person tracking by UWB radars. Firstly, we will provide a comprehensive description of the mutual shielding effect. Then, based on its analyses, we will state three complementary approaches created by the authors of this paper to reduce its impacts. They include an enhancement of the low-level echo of the targets, radar antenna array positioning at a convenient height, UWB sensor network application and, finally, their mutual combinations. The properties of those approaches will be demonstrated by two experimental measurements aimed at through wall tracking of two and three people, respectively. The results obtained in the experiments will illustrate the mutual shielding effect and the potential of the methods we have proposed to reduce its impacts.http://link.springer.com/article/10.1186/s13638-017-0847-xRadarSensorSensor networkShielding effectTrackingWeak signal enhancement
collection DOAJ
language English
format Article
sources DOAJ
author Dušan Kocur
Jana Fortes
Mária Švecová
spellingShingle Dušan Kocur
Jana Fortes
Mária Švecová
Multiple moving person tracking by UWB sensors: the effect of mutual shielding persons and methods reducing its impacts
EURASIP Journal on Wireless Communications and Networking
Radar
Sensor
Sensor network
Shielding effect
Tracking
Weak signal enhancement
author_facet Dušan Kocur
Jana Fortes
Mária Švecová
author_sort Dušan Kocur
title Multiple moving person tracking by UWB sensors: the effect of mutual shielding persons and methods reducing its impacts
title_short Multiple moving person tracking by UWB sensors: the effect of mutual shielding persons and methods reducing its impacts
title_full Multiple moving person tracking by UWB sensors: the effect of mutual shielding persons and methods reducing its impacts
title_fullStr Multiple moving person tracking by UWB sensors: the effect of mutual shielding persons and methods reducing its impacts
title_full_unstemmed Multiple moving person tracking by UWB sensors: the effect of mutual shielding persons and methods reducing its impacts
title_sort multiple moving person tracking by uwb sensors: the effect of mutual shielding persons and methods reducing its impacts
publisher SpringerOpen
series EURASIP Journal on Wireless Communications and Networking
issn 1687-1499
publishDate 2017-04-01
description Abstract Ultra-wideband (UWB) radars are sensors allowing to track people in critical environments and situations. The results reached by single UWB sensors for such applications have shown that they are able to detect and track a person very well in a single person scenario. However, in multiple moving person scenarios, the ability of a single UWB sensor to detect several persons is usually significantly reduced. This is caused by a mutual shielding among people. In this paper, we will deal with the mutual shielding effect and its impacts, as well as with the methods of improving multiple moving person tracking by UWB radars. Firstly, we will provide a comprehensive description of the mutual shielding effect. Then, based on its analyses, we will state three complementary approaches created by the authors of this paper to reduce its impacts. They include an enhancement of the low-level echo of the targets, radar antenna array positioning at a convenient height, UWB sensor network application and, finally, their mutual combinations. The properties of those approaches will be demonstrated by two experimental measurements aimed at through wall tracking of two and three people, respectively. The results obtained in the experiments will illustrate the mutual shielding effect and the potential of the methods we have proposed to reduce its impacts.
topic Radar
Sensor
Sensor network
Shielding effect
Tracking
Weak signal enhancement
url http://link.springer.com/article/10.1186/s13638-017-0847-x
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AT janafortes multiplemovingpersontrackingbyuwbsensorstheeffectofmutualshieldingpersonsandmethodsreducingitsimpacts
AT mariasvecova multiplemovingpersontrackingbyuwbsensorstheeffectofmutualshieldingpersonsandmethodsreducingitsimpacts
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