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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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2016
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| Subjects: | |
| 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 |