An Efficient Data Compression Model Based on Spatial Clustering and Principal Component Analysis in Wireless Sensor Networks

An Efficient Data Compression Model Based on Spatial Clustering and Principal Component Analysis in Wireless Sensor Networks

Wireless sensor networks (WSNs) have been widely used to monitor the environment, and sensors in WSNs are usually power constrained. Because inner-node communication consumes most of the power, efficient data compression schemes are needed to reduce the data transmission to prolong the lifetime of W...

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Bibliographic Details
Main Authors: Yihang Yin, Fengzheng Liu, Xiang Zhou, Quanzhong Li
Format: Article
Language:English
Published: MDPI AG 2015-08-01
Series:Sensors
Subjects:
data compression
principal component analysis
cluster
wireless sensor network
Online Access:http://www.mdpi.com/1424-8220/15/8/19443

Internet

http://www.mdpi.com/1424-8220/15/8/19443

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