DATA CLEANING METHOD IN WIRELESS SENSOR-BASED ON INTELLIGENCE TECHNOLOGY

Roman Diachok, H. Klym
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引用次数: 2

Abstract

The method of cleaning management data in wireless sensor networks based on intelligence technology has been studied. Specific forms of application of wireless sensor networks are analyzed. The characteristics of the structure of wireless sensor networks are presented and the data cleaning technology based on the clustering model is offered. An algorithm for deleting a cluster-based replication record is proposed and the accuracy of data cleaning methods is tested. The obtained results testify to the efficiency of using the studied method.
基于智能技术的无线传感器数据清洗方法
研究了基于智能技术的无线传感器网络中管理数据的清洗方法。分析了无线传感器网络的具体应用形式。分析了无线传感器网络的结构特点,提出了基于聚类模型的数据清洗技术。提出了一种基于集群的复制记录删除算法,并测试了数据清理方法的准确性。所得结果证明了所研究方法的有效性。
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