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A Survey of Wireless Sensor Network Based Air Pollution Monitoring Systems

The air quality in urban areas is a major concern in modern cities due to significant impacts of air pollution on public health, global environment, and worldwide economy. Recent studies reveal the importance of micro-level pollution information, including human personal exposure and acute exposure...

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Autores principales: Yi, Wei Ying, Lo, Kin Ming, Mak, Terrence, Leung, Kwong Sak, Leung, Yee, Meng, Mei Ling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4721779/
https://www.ncbi.nlm.nih.gov/pubmed/26703598
http://dx.doi.org/10.3390/s151229859
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author Yi, Wei Ying
Lo, Kin Ming
Mak, Terrence
Leung, Kwong Sak
Leung, Yee
Meng, Mei Ling
author_facet Yi, Wei Ying
Lo, Kin Ming
Mak, Terrence
Leung, Kwong Sak
Leung, Yee
Meng, Mei Ling
author_sort Yi, Wei Ying
collection PubMed
description The air quality in urban areas is a major concern in modern cities due to significant impacts of air pollution on public health, global environment, and worldwide economy. Recent studies reveal the importance of micro-level pollution information, including human personal exposure and acute exposure to air pollutants. A real-time system with high spatio-temporal resolution is essential because of the limited data availability and non-scalability of conventional air pollution monitoring systems. Currently, researchers focus on the concept of The Next Generation Air Pollution Monitoring System (TNGAPMS) and have achieved significant breakthroughs by utilizing the advance sensing technologies, MicroElectroMechanical Systems (MEMS) and Wireless Sensor Network (WSN). However, there exist potential problems of these newly proposed systems, namely the lack of 3D data acquisition ability and the flexibility of the sensor network. In this paper, we classify the existing works into three categories as Static Sensor Network (SSN), Community Sensor Network (CSN) and Vehicle Sensor Network (VSN) based on the carriers of the sensors. Comprehensive reviews and comparisons among these three types of sensor networks were also performed. Last but not least, we discuss the limitations of the existing works and conclude the objectives that we want to achieve in future systems.
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spelling pubmed-47217792016-01-26 A Survey of Wireless Sensor Network Based Air Pollution Monitoring Systems Yi, Wei Ying Lo, Kin Ming Mak, Terrence Leung, Kwong Sak Leung, Yee Meng, Mei Ling Sensors (Basel) Review The air quality in urban areas is a major concern in modern cities due to significant impacts of air pollution on public health, global environment, and worldwide economy. Recent studies reveal the importance of micro-level pollution information, including human personal exposure and acute exposure to air pollutants. A real-time system with high spatio-temporal resolution is essential because of the limited data availability and non-scalability of conventional air pollution monitoring systems. Currently, researchers focus on the concept of The Next Generation Air Pollution Monitoring System (TNGAPMS) and have achieved significant breakthroughs by utilizing the advance sensing technologies, MicroElectroMechanical Systems (MEMS) and Wireless Sensor Network (WSN). However, there exist potential problems of these newly proposed systems, namely the lack of 3D data acquisition ability and the flexibility of the sensor network. In this paper, we classify the existing works into three categories as Static Sensor Network (SSN), Community Sensor Network (CSN) and Vehicle Sensor Network (VSN) based on the carriers of the sensors. Comprehensive reviews and comparisons among these three types of sensor networks were also performed. Last but not least, we discuss the limitations of the existing works and conclude the objectives that we want to achieve in future systems. MDPI 2015-12-12 /pmc/articles/PMC4721779/ /pubmed/26703598 http://dx.doi.org/10.3390/s151229859 Text en © 2015 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons by Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Yi, Wei Ying
Lo, Kin Ming
Mak, Terrence
Leung, Kwong Sak
Leung, Yee
Meng, Mei Ling
A Survey of Wireless Sensor Network Based Air Pollution Monitoring Systems
title A Survey of Wireless Sensor Network Based Air Pollution Monitoring Systems
title_full A Survey of Wireless Sensor Network Based Air Pollution Monitoring Systems
title_fullStr A Survey of Wireless Sensor Network Based Air Pollution Monitoring Systems
title_full_unstemmed A Survey of Wireless Sensor Network Based Air Pollution Monitoring Systems
title_short A Survey of Wireless Sensor Network Based Air Pollution Monitoring Systems
title_sort survey of wireless sensor network based air pollution monitoring systems
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4721779/
https://www.ncbi.nlm.nih.gov/pubmed/26703598
http://dx.doi.org/10.3390/s151229859
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