Efficient Data Compression with Error Bound Guarantee in Wireless Sensor Networks

• Main Authors: Mohammad Abu Alsheikh, P. K. Poh, S. Lin, TAN, Hwee-Pink, D. Niyato
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2014
• Subjects: OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/2940; https://ink.library.smu.edu.sg/context/sis_research/article/3940/viewcontent/mswim2014.pdf
• Institution: Singapore Management University

We present a data compression and dimensionality reduction scheme for data fusion and aggregation applications to prevent data congestion and reduce energy consumption at network connecting points such as cluster heads and gateways. Our in-network approach can be easily tuned to analyze the data tem...