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WSN网络中一种新的关联规则数据挖掘算法

罗启涵 周林 罗铮 温鑫

数字技术与应用Issue(11):192-193,2.
数字技术与应用Issue(11):192-193,2.

WSN网络中一种新的关联规则数据挖掘算法

罗启涵 1周林 1罗铮 1温鑫1

作者信息

  • 1. 重庆邮电大学通信软件技术研究所 重庆 400065
  • 折叠

摘要

Abstract

Sensor association rules have been found to be very useful with many important applications in wireless sensor networks (WSN). However, most data mining algorithms of association rules are required to obtain the behavior of the sensor node data. Meanwhile, transfer the data to the sink node. And then, the sink node creates the sensor database and applies dif erent algorithms to find association rules from the sensor database. In this paper, we propose an in-network mechanism to find frequent sensor patterns in the sensors themselves. So, the sensors send only the frequent senor patterns to the sink, not the sensor activity sets. It leads to smal er overhead on sink nodes.

关键词

传感器网络/关联规则/数据挖掘

Key words

Sensor networks/Association rules/Data mining

分类

信息技术与安全科学

引用本文复制引用

罗启涵,周林,罗铮,温鑫..WSN网络中一种新的关联规则数据挖掘算法[J].数字技术与应用,2013,(11):192-193,2.

基金项目

国家自然科学基金项目(项目批准号:61171190) (项目批准号:61171190)

数字技术与应用

1007-9416

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