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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書目詳細資料
Main Authors:	ALSHEIKH, Mohammad Abu, LIN, Shaowei, NIYATO, Dusit, Hwee-Pink TAN
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2016
主題:	Wireless sensor networks Data compression Correlation Compression algorithms Monitoring Sensor phenomena and characterization Software Engineering Theory and Algorithms
在線閱讀:	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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機構:	Singapore Management University
語言:	English

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