Distributed Compressed Sensing-Based Data Fusion in Sensor Networks

@article{Kang2010DistributedCS,
  title={Distributed Compressed Sensing-Based Data Fusion in Sensor Networks},
  author={Jian Kang and Liwei Tang and Xianzhang Zuo and Aihua Li and Hao Li},
  journal={2010 First International Conference on Pervasive Computing, Signal Processing and Applications},
  year={2010},
  pages={1083-1086}
}
Aiming at the monitored nonstationary signal in sensor networks, distributed compressed sensing-based data aggregation model and algorithm, DCS-DF-1, is presented to reduce the number of transmissions in sensor networks and improve the precision of sensing. To implement this algorithm, the variance of each recover sensing sequence of sensor is estimated using the wavelet transform, and the optimum weighting factor to each sensing is obtained accordingly. The fusion performance is better than… CONTINUE READING
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