文章基本信息

标题：Sensor Selection Scheme in Wireless Sensor Networks : A New Routing Approach
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作者：Mohammad Alwadi ; Girija Chetty
期刊名称：Computer Science & Information Technology
电子版ISSN：2231-5403
出版年度：2015
卷号：5
期号：11
页码：73-79
DOI：10.5121/csit.2015.51007
出版社：Academy & Industry Research Collaboration Center (AIRCC)
摘要：In this paper, we propose a novel energy efficient environment monitoring scheme for wirelesssensor networks, based on data mining formulation. The proposed adapting routing scheme forsensors for achieving energy efficiency. The experimental validation of the proposed approachusing publicly available Intel Berkeley lab Wireless Sensor Network dataset shows that it ispossible to achieve energy efficient environment monitoring for wireless sensor networks, with atrade-off between accuracy and life time extension factor of sensors, using the proposedapproach.
关键词：Wireless sensor Networks; Physical environment Monitoring ; machine learning; data mining;feature selection; adaptive routing.