Blind Channel and Source Estimation in Networked Systems

@article{Yu2014BlindCA,
  title={Blind Channel and Source Estimation in Networked Systems},
  author={Chengpu Yu and Lihua Xie and Yeng Chai Soh},
  journal={IEEE Transactions on Signal Processing},
  year={2014},
  volume={62},
  pages={4611-4626}
}
In this paper, we study the blind channel and source estimation in sensor networks, where the channels are modeled by FIR filters and the source signal is deterministic. Distributed estimation algorithms for networked systems under noise-free and noisy measurements are developed, which blindly identify the multiple channels, followed by the source signal estimation. The key to the proposed algorithms lies in the adaptation of the blind system identification technique for the distributed channel… CONTINUE READING