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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...

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Autores principales: Zu, Xingshui, Guo, Feng, Huang, Jingchang, Zhao, Qin, Liu, Huawei, Li, Baoqing, Yuan, Xiaobing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
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.
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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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