Adaptive Filter Updating for Energy-Efficient Top- Queries in Wireless Sensor Networks Using Gaussian Process Regression

Adopting filtering mechanism of dynamic filtering windows installed on sensor nodes to process top- k queries is an important research direction in wireless sensor networks. The mechanism can reduce transmissions of redundant data by utilizing filters. However, existing algorithms based on filters c...

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Bibliographic Details
Main Authors: Jiping Zheng, Baoli Song, Yongge Wang, Haixiang Wang
Format: Article
Language:English
Published: Hindawi - SAGE Publishing 2015-06-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1155/2015/304198