Distributed detection over adaptive networks based on diffusion estimation schemes

@article{Cattivelli2009DistributedDO,
  title={Distributed detection over adaptive networks based on diffusion estimation schemes},
  author={Federico S. Cattivelli and Ali H. Sayed},
  journal={2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications},
  year={2009},
  pages={61-65}
}
We study the problem of distributed detection, where a set of nodes are required to decide between two hypotheses based on their measurements. We seek fully distributed implementations, where all nodes make individual decisions by communicating with their immediate neighbors, and no fusion center is necessary. This scheme provides the network with more flexibility, saves energy for communication and networking resources. Our distributed detection algorithm is based on a previously proposed… CONTINUE READING
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