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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Molecular Diversity Preservation International (MDPI)
2012
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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. |
format | Online Article Text |
id | pubmed-3304115 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Molecular Diversity Preservation International (MDPI) |
record_format | MEDLINE/PubMed |
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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