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Vehicle Counting and Moving Direction Identification Based on Small-Aperture Microphone Array
The varying trend of a moving vehicle’s angles provides much important intelligence for an unattended ground sensor (UGS) monitoring system. The present study investigates the capabilities of a small-aperture microphone array (SAMA) based system to identify the number and moving direction of vehicle...
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/PMC5470479/ https://www.ncbi.nlm.nih.gov/pubmed/28489051 http://dx.doi.org/10.3390/s17051089 |
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author | Zu, Xingshui Zhang, Shaojie Guo, Feng Zhao, Qin Zhang, Xin You, Xing Liu, Huawei Li, Baoqing Yuan, Xiaobing |
author_facet | Zu, Xingshui Zhang, Shaojie Guo, Feng Zhao, Qin Zhang, Xin You, Xing Liu, Huawei Li, Baoqing Yuan, Xiaobing |
author_sort | Zu, Xingshui |
collection | PubMed |
description | The varying trend of a moving vehicle’s angles provides much important intelligence for an unattended ground sensor (UGS) monitoring system. The present study investigates the capabilities of a small-aperture microphone array (SAMA) based system to identify the number and moving direction of vehicles travelling on a previously established route. In this paper, a SAMA-based acoustic monitoring system, including the system hardware architecture and algorithm mechanism, is designed as a single node sensor for the application of UGS. The algorithm is built on the varying trend of a vehicle’s bearing angles around the closest point of approach (CPA). We demonstrate the effectiveness of our proposed method with our designed SAMA-based monitoring system in various experimental sites. The experimental results in harsh conditions validate the usefulness of our proposed UGS monitoring system. |
format | Online Article Text |
id | pubmed-5470479 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-54704792017-06-16 Vehicle Counting and Moving Direction Identification Based on Small-Aperture Microphone Array Zu, Xingshui Zhang, Shaojie Guo, Feng Zhao, Qin Zhang, Xin You, Xing Liu, Huawei Li, Baoqing Yuan, Xiaobing Sensors (Basel) Article The varying trend of a moving vehicle’s angles provides much important intelligence for an unattended ground sensor (UGS) monitoring system. The present study investigates the capabilities of a small-aperture microphone array (SAMA) based system to identify the number and moving direction of vehicles travelling on a previously established route. In this paper, a SAMA-based acoustic monitoring system, including the system hardware architecture and algorithm mechanism, is designed as a single node sensor for the application of UGS. The algorithm is built on the varying trend of a vehicle’s bearing angles around the closest point of approach (CPA). We demonstrate the effectiveness of our proposed method with our designed SAMA-based monitoring system in various experimental sites. The experimental results in harsh conditions validate the usefulness of our proposed UGS monitoring system. MDPI 2017-05-10 /pmc/articles/PMC5470479/ /pubmed/28489051 http://dx.doi.org/10.3390/s17051089 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 Zhang, Shaojie Guo, Feng Zhao, Qin Zhang, Xin You, Xing Liu, Huawei Li, Baoqing Yuan, Xiaobing Vehicle Counting and Moving Direction Identification Based on Small-Aperture Microphone Array |
title | Vehicle Counting and Moving Direction Identification Based on Small-Aperture Microphone Array |
title_full | Vehicle Counting and Moving Direction Identification Based on Small-Aperture Microphone Array |
title_fullStr | Vehicle Counting and Moving Direction Identification Based on Small-Aperture Microphone Array |
title_full_unstemmed | Vehicle Counting and Moving Direction Identification Based on Small-Aperture Microphone Array |
title_short | Vehicle Counting and Moving Direction Identification Based on Small-Aperture Microphone Array |
title_sort | vehicle counting and moving direction identification based on small-aperture microphone array |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5470479/ https://www.ncbi.nlm.nih.gov/pubmed/28489051 http://dx.doi.org/10.3390/s17051089 |
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