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Design of an Acoustic Target Intrusion Detection System Based on Small-Aperture Microphone Array
Automated surveillance of remote locations in a wireless sensor network is dominated by the detection algorithm because actual intrusions in such locations are a rare event. Therefore, a detection method with low power consumption is crucial for persistent surveillance to ensure longevity of the sen...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375800/ https://www.ncbi.nlm.nih.gov/pubmed/28273838 http://dx.doi.org/10.3390/s17030514 |
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author | Zu, Xingshui Guo, Feng Huang, Jingchang Zhao, Qin Liu, Huawei Li, Baoqing Yuan, Xiaobing |
author_facet | Zu, Xingshui Guo, Feng Huang, Jingchang Zhao, Qin Liu, Huawei Li, Baoqing Yuan, Xiaobing |
author_sort | Zu, Xingshui |
collection | PubMed |
description | Automated surveillance of remote locations in a wireless sensor network is dominated by the detection algorithm because actual intrusions in such locations are a rare event. Therefore, a detection method with low power consumption is crucial for persistent surveillance to ensure longevity of the sensor networks. A simple and effective two-stage algorithm composed of energy detector (ED) and delay detector (DD) with all its operations in time-domain using small-aperture microphone array (SAMA) is proposed. The algorithm analyzes the quite different velocities between wind noise and sound waves to improve the detection capability of ED in the surveillance area. Experiments in four different fields with three types of vehicles show that the algorithm is robust to wind noise and the probability of detection and false alarm are 96.67% and 2.857%, respectively. |
format | Online Article Text |
id | pubmed-5375800 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-53758002017-04-10 Design of an Acoustic Target Intrusion Detection System Based on Small-Aperture Microphone Array Zu, Xingshui Guo, Feng Huang, Jingchang Zhao, Qin Liu, Huawei Li, Baoqing Yuan, Xiaobing Sensors (Basel) Article Automated surveillance of remote locations in a wireless sensor network is dominated by the detection algorithm because actual intrusions in such locations are a rare event. Therefore, a detection method with low power consumption is crucial for persistent surveillance to ensure longevity of the sensor networks. A simple and effective two-stage algorithm composed of energy detector (ED) and delay detector (DD) with all its operations in time-domain using small-aperture microphone array (SAMA) is proposed. The algorithm analyzes the quite different velocities between wind noise and sound waves to improve the detection capability of ED in the surveillance area. Experiments in four different fields with three types of vehicles show that the algorithm is robust to wind noise and the probability of detection and false alarm are 96.67% and 2.857%, respectively. MDPI 2017-03-04 /pmc/articles/PMC5375800/ /pubmed/28273838 http://dx.doi.org/10.3390/s17030514 Text en © 2017 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 (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zu, Xingshui Guo, Feng Huang, Jingchang Zhao, Qin Liu, Huawei Li, Baoqing Yuan, Xiaobing Design of an Acoustic Target Intrusion Detection System Based on Small-Aperture Microphone Array |
title | Design of an Acoustic Target Intrusion Detection System Based on Small-Aperture Microphone Array |
title_full | Design of an Acoustic Target Intrusion Detection System Based on Small-Aperture Microphone Array |
title_fullStr | Design of an Acoustic Target Intrusion Detection System Based on Small-Aperture Microphone Array |
title_full_unstemmed | Design of an Acoustic Target Intrusion Detection System Based on Small-Aperture Microphone Array |
title_short | Design of an Acoustic Target Intrusion Detection System Based on Small-Aperture Microphone Array |
title_sort | design of an acoustic target intrusion detection system based on small-aperture microphone array |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375800/ https://www.ncbi.nlm.nih.gov/pubmed/28273838 http://dx.doi.org/10.3390/s17030514 |
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