A diffusion rls scheme for distributed estimation over adaptive networks

@article{Cattivelli2007ADR,
  title={A diffusion rls scheme for distributed estimation over adaptive networks},
  author={F. S. Cattivelli and Caetano de Sousa Lopes and Ali H. Sayed},
  journal={2007 IEEE 8th Workshop on Signal Processing Advances in Wireless Communications},
  year={2007},
  pages={1-5}
}
We consider the problem of distributed estimation in adaptive networks where a collection of nodes are required to estimate in a collaborative manner some parameter of interest from their measurements. The centralized solution to the problem uses a fusion center, thus requiring a large amount of energy for communication. We propose a diffusion recursive least-squares algorithm where nodes need to communicate only with their closest neighbors. The algorithm has no topology constraints, and… CONTINUE READING

Citations

Publications citing this paper.
SHOWING 1-10 OF 38 CITATIONS, ESTIMATED 32% COVERAGE

118 Citations

0102030'09'12'15'18
Citations per Year
Semantic Scholar estimates that this publication has 118 citations based on the available data.

See our FAQ for additional information.

Similar Papers

Loading similar papers…