Quality-aware sensor data collection

Many sensor applications often require collecting raw sensed values from many sensor nodes to one centralised server. Sensor data collection typically comes with various quality requirements, e.g. the level of precision requested for temperature values, the time constraints for getting the data, or...

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Main Authors:	Han Q., Hakkarinen D., Boonma P., Suzuki J.
Format:	Article
Language:	English
Published:	2014
Online Access:	http://www.scopus.com/inward/record.url?eid=2-s2.0-79960527045&partnerID=40&md5=8df9a813d1bb52efb3737aca49025ad1 http://cmuir.cmu.ac.th/handle/6653943832/1515
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Institution:	Chiang Mai University
Language:	English

id	th-cmuir.6653943832-1515
record_format	dspace
spelling	th-cmuir.6653943832-15152014-08-29T09:29:24Z Quality-aware sensor data collection Han Q. Hakkarinen D. Boonma P. Suzuki J. Many sensor applications often require collecting raw sensed values from many sensor nodes to one centralised server. Sensor data collection typically comes with various quality requirements, e.g. the level of precision requested for temperature values, the time constraints for getting the data, or the percentage of data that is needed. This paper presents a quality-aware sensing framework where characterisations of sensor applications' quality needs are identified and different sensor data collection problems are classified. Two problems and their solutions are then presented as examples to demonstrate how single (or multiple) quality need(s) are satisfied. The paper concludes with suggestions for future research directions that have the potential to complete the framework and provide a holistic approach to sensor applications with diverse quality requirements. © 2010 Inderscience Enterprises Ltd. 2014-08-29T09:29:24Z 2014-08-29T09:29:24Z 2010 Article 17481279 10.1504/IJSNET.2010.033115 http://www.scopus.com/inward/record.url?eid=2-s2.0-79960527045&partnerID=40&md5=8df9a813d1bb52efb3737aca49025ad1 http://cmuir.cmu.ac.th/handle/6653943832/1515 English
institution	Chiang Mai University
building	Chiang Mai University Library
country	Thailand
collection	CMU Intellectual Repository
language	English
description	Many sensor applications often require collecting raw sensed values from many sensor nodes to one centralised server. Sensor data collection typically comes with various quality requirements, e.g. the level of precision requested for temperature values, the time constraints for getting the data, or the percentage of data that is needed. This paper presents a quality-aware sensing framework where characterisations of sensor applications' quality needs are identified and different sensor data collection problems are classified. Two problems and their solutions are then presented as examples to demonstrate how single (or multiple) quality need(s) are satisfied. The paper concludes with suggestions for future research directions that have the potential to complete the framework and provide a holistic approach to sensor applications with diverse quality requirements. © 2010 Inderscience Enterprises Ltd.
format	Article
author	Han Q. Hakkarinen D. Boonma P. Suzuki J.
spellingShingle	Han Q. Hakkarinen D. Boonma P. Suzuki J. Quality-aware sensor data collection
author_facet	Han Q. Hakkarinen D. Boonma P. Suzuki J.
author_sort	Han Q.
title	Quality-aware sensor data collection
title_short	Quality-aware sensor data collection
title_full	Quality-aware sensor data collection
title_fullStr	Quality-aware sensor data collection
title_full_unstemmed	Quality-aware sensor data collection
title_sort	quality-aware sensor data collection
publishDate	2014
url	http://www.scopus.com/inward/record.url?eid=2-s2.0-79960527045&partnerID=40&md5=8df9a813d1bb52efb3737aca49025ad1 http://cmuir.cmu.ac.th/handle/6653943832/1515
_version_	1681419684898930688

Quality-aware sensor data collection

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