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Efficient Continuous Skyline Query Processing in Wireless Sensor Networks
Owing to the rapid advent of wireless technology and proliferation of smart sensors, wireless sensor networks (WSNs) have been widely used to monitor and query the physical world in many applications based on the Internet of Things (IoT), such as environmental monitoring and event surveillance. A WS...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6651498/ https://www.ncbi.nlm.nih.gov/pubmed/31262069 http://dx.doi.org/10.3390/s19132902 |
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author | Xiao, Yingyuan Jiao, Xu Wang, Hongya Hsu, Ching-Hsien Liu, Li Zheng, Wenguang |
author_facet | Xiao, Yingyuan Jiao, Xu Wang, Hongya Hsu, Ching-Hsien Liu, Li Zheng, Wenguang |
author_sort | Xiao, Yingyuan |
collection | PubMed |
description | Owing to the rapid advent of wireless technology and proliferation of smart sensors, wireless sensor networks (WSNs) have been widely used to monitor and query the physical world in many applications based on the Internet of Things (IoT), such as environmental monitoring and event surveillance. A WSN can be treated as a distributed database to respond to user queries. Skyline query, as one of the popular queries for multi-criteria decision making, has received considerable attention due to its numerous applications. In this paper, we study how to process a continuous skyline query over a sensor data stream in WSNs. We present an energy-efficient continuous skyline query method called EECS. EECS can avoid the transmission of invalid sensor data and prolong the lifetime of WSNs. Extensive experiments are conducted, and the experimental results demonstrate the effectiveness of the proposed method. |
format | Online Article Text |
id | pubmed-6651498 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-66514982019-08-08 Efficient Continuous Skyline Query Processing in Wireless Sensor Networks Xiao, Yingyuan Jiao, Xu Wang, Hongya Hsu, Ching-Hsien Liu, Li Zheng, Wenguang Sensors (Basel) Article Owing to the rapid advent of wireless technology and proliferation of smart sensors, wireless sensor networks (WSNs) have been widely used to monitor and query the physical world in many applications based on the Internet of Things (IoT), such as environmental monitoring and event surveillance. A WSN can be treated as a distributed database to respond to user queries. Skyline query, as one of the popular queries for multi-criteria decision making, has received considerable attention due to its numerous applications. In this paper, we study how to process a continuous skyline query over a sensor data stream in WSNs. We present an energy-efficient continuous skyline query method called EECS. EECS can avoid the transmission of invalid sensor data and prolong the lifetime of WSNs. Extensive experiments are conducted, and the experimental results demonstrate the effectiveness of the proposed method. MDPI 2019-06-30 /pmc/articles/PMC6651498/ /pubmed/31262069 http://dx.doi.org/10.3390/s19132902 Text en © 2019 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 Xiao, Yingyuan Jiao, Xu Wang, Hongya Hsu, Ching-Hsien Liu, Li Zheng, Wenguang Efficient Continuous Skyline Query Processing in Wireless Sensor Networks |
title | Efficient Continuous Skyline Query Processing in Wireless Sensor Networks |
title_full | Efficient Continuous Skyline Query Processing in Wireless Sensor Networks |
title_fullStr | Efficient Continuous Skyline Query Processing in Wireless Sensor Networks |
title_full_unstemmed | Efficient Continuous Skyline Query Processing in Wireless Sensor Networks |
title_short | Efficient Continuous Skyline Query Processing in Wireless Sensor Networks |
title_sort | efficient continuous skyline query processing in wireless sensor networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6651498/ https://www.ncbi.nlm.nih.gov/pubmed/31262069 http://dx.doi.org/10.3390/s19132902 |
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