Rate Distortion Balanced Data Compression in Wireless Sensor Networks

Rate Distortion Balanced Data Compression in Wireless Sensor Networks

This paper presents a data compression algorithm with error bound guarantee for wireless sensor networks (WSNs) using compressing neural networks. The proposed algorithm minimizes data congestion and reduces energy consumption by exploring spatio-temporal correlations among data samples. The adaptiv...

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Bibliographic Details
Main Authors: ALSHEIKH, Mohammad Abu, LIN, Shaowei, NIYATO, Dusit, Hwee-Pink TAN
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2016
Subjects:
Wireless sensor networks
Data compression
Correlation
Compression algorithms
Monitoring
Sensor phenomena and characterization
Software Engineering
Theory and Algorithms
Online Access:https://ink.library.smu.edu.sg/sis_research/3423
https://ink.library.smu.edu.sg/context/sis_research/article/4424/viewcontent/Rate_DistortionBalancedDataCompressionforWirelessSensorNetworks.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/3423
https://ink.library.smu.edu.sg/context/sis_research/article/4424/viewcontent/Rate_DistortionBalancedDataCompressionforWirelessSensorNetworks.pdf

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