Multiple Access and Data Reconstruction in Wireless Sensor Networks Based on Compressed Sensing

@article{Xue2013MultipleAA,
  title={Multiple Access and Data Reconstruction in Wireless Sensor Networks Based on Compressed Sensing},
  author={Tong Xue and Xiaodai Dong and Yi Shi},
  journal={IEEE Transactions on Wireless Communications},
  year={2013},
  volume={12},
  pages={3399-3411}
}
This paper considers the application of compressed sensing (CS) to a wireless sensor network for data measurement communication and reconstruction, where N sensor nodes compete for medium access to a single receiver. Sparsity of the sensor data in three domains due to time correlation, space correlation and multiple access are being utilized. We first provide an in-depth analysis on the CS-based medium access control schemes from a physical layer perspective and reveal the impact of… CONTINUE READING
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