Error-Aware Data Clustering for In-Network Data Reduction in Wireless Sensor Networks

Error-Aware Data Clustering for In-Network Data Reduction in Wireless Sensor Networks

A wireless sensor network (WSN) deploys hundreds or thousands of nodes that may introduce large-scale data over time. Dealing with such an amount of collected data is a real challenge for energy-constraint sensor nodes. Therefore, numerous research works have been carried out to design efficient dat...

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Bibliographic Details
Main Authors: M. K. Alam, Azrina Abd Aziz, S. A. Latif, Azlan Awang
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Sensors
Subjects:
wireless sensor network
environmental monitoring
time-series clustering
partitional clustering
outlier detection
k-means
k-medoids
in-network data reduction
Online Access:https://www.mdpi.com/1424-8220/20/4/1011

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