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A Radar-Enabled Collaborative Sensor Network Integrating COTS Technology for Surveillance and Tracking

The feasibility of using Commercial Off-The-Shelf (COTS) sensor nodes is studied in a distributed network, aiming at dynamic surveillance and tracking of ground targets. Data acquisition by low-cost (<$50 US) miniature low-power radar through a wireless mote is described. We demonstrate the detec...

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Detalles Bibliográficos
Autores principales: Kozma, Robert, Wang, Lan, Iftekharuddin, Khan, McCracken, Ernest, Khan, Muhammad, Islam, Khandakar, Bhurtel, Sushil R., Demirer, R. Murat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3304115/
https://www.ncbi.nlm.nih.gov/pubmed/22438713
http://dx.doi.org/10.3390/s120201336
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author Kozma, Robert
Wang, Lan
Iftekharuddin, Khan
McCracken, Ernest
Khan, Muhammad
Islam, Khandakar
Bhurtel, Sushil R.
Demirer, R. Murat
author_facet Kozma, Robert
Wang, Lan
Iftekharuddin, Khan
McCracken, Ernest
Khan, Muhammad
Islam, Khandakar
Bhurtel, Sushil R.
Demirer, R. Murat
author_sort Kozma, Robert
collection PubMed
description The feasibility of using Commercial Off-The-Shelf (COTS) sensor nodes is studied in a distributed network, aiming at dynamic surveillance and tracking of ground targets. Data acquisition by low-cost (<$50 US) miniature low-power radar through a wireless mote is described. We demonstrate the detection, ranging and velocity estimation, classification and tracking capabilities of the mini-radar, and compare results to simulations and manual measurements. Furthermore, we supplement the radar output with other sensor modalities, such as acoustic and vibration sensors. This method provides innovative solutions for detecting, identifying, and tracking vehicles and dismounts over a wide area in noisy conditions. This study presents a step towards distributed intelligent decision support and demonstrates effectiveness of small cheap sensors, which can complement advanced technologies in certain real-life scenarios.
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spelling pubmed-33041152012-03-21 A Radar-Enabled Collaborative Sensor Network Integrating COTS Technology for Surveillance and Tracking Kozma, Robert Wang, Lan Iftekharuddin, Khan McCracken, Ernest Khan, Muhammad Islam, Khandakar Bhurtel, Sushil R. Demirer, R. Murat Sensors (Basel) Article The feasibility of using Commercial Off-The-Shelf (COTS) sensor nodes is studied in a distributed network, aiming at dynamic surveillance and tracking of ground targets. Data acquisition by low-cost (<$50 US) miniature low-power radar through a wireless mote is described. We demonstrate the detection, ranging and velocity estimation, classification and tracking capabilities of the mini-radar, and compare results to simulations and manual measurements. Furthermore, we supplement the radar output with other sensor modalities, such as acoustic and vibration sensors. This method provides innovative solutions for detecting, identifying, and tracking vehicles and dismounts over a wide area in noisy conditions. This study presents a step towards distributed intelligent decision support and demonstrates effectiveness of small cheap sensors, which can complement advanced technologies in certain real-life scenarios. Molecular Diversity Preservation International (MDPI) 2012-01-31 /pmc/articles/PMC3304115/ /pubmed/22438713 http://dx.doi.org/10.3390/s120201336 Text en © 2012 by the authors; licensee MDPI, Basel, Switzerland This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Kozma, Robert
Wang, Lan
Iftekharuddin, Khan
McCracken, Ernest
Khan, Muhammad
Islam, Khandakar
Bhurtel, Sushil R.
Demirer, R. Murat
A Radar-Enabled Collaborative Sensor Network Integrating COTS Technology for Surveillance and Tracking
title A Radar-Enabled Collaborative Sensor Network Integrating COTS Technology for Surveillance and Tracking
title_full A Radar-Enabled Collaborative Sensor Network Integrating COTS Technology for Surveillance and Tracking
title_fullStr A Radar-Enabled Collaborative Sensor Network Integrating COTS Technology for Surveillance and Tracking
title_full_unstemmed A Radar-Enabled Collaborative Sensor Network Integrating COTS Technology for Surveillance and Tracking
title_short A Radar-Enabled Collaborative Sensor Network Integrating COTS Technology for Surveillance and Tracking
title_sort radar-enabled collaborative sensor network integrating cots technology for surveillance and tracking
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3304115/
https://www.ncbi.nlm.nih.gov/pubmed/22438713
http://dx.doi.org/10.3390/s120201336
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