Prediction or Not? An Energy-Efficient Framework for Clustering-Based Data Collection in Wireless Sensor Networks

@article{Jiang2011PredictionON,
  title={Prediction or Not? An Energy-Efficient Framework for Clustering-Based Data Collection in Wireless Sensor Networks},
  author={Hongbo Jiang and Shudong Jin and Chonggang Wang},
  journal={IEEE Transactions on Parallel and Distributed Systems},
  year={2011},
  volume={22},
  pages={1064-1071}
}
For many applications in wireless sensor networks (WSNs), users may want to continuously extract data from the networks for analysis later. However, accurate data extraction is difficult-it is often too costly to obtain all sensor readings, as well as not necessary in the sense that the readings themselves only represent samples of the true state of the world. Clustering and prediction techniques, which exploit spatial and temporal correlation among the sensor data provide opportunities for… CONTINUE READING
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