Answers are grounded in this paper and cite their sources.
The article describes recent adaptive estimation algorithms over distributed networks. The algorithms rely on local collaborations and exploit the space-time structure of the data. Each node is allowed to communicate with its neighbors in order to exploit the spatial dimension, while it also evolves locally to account for the time dimension. Algorithms of the least-mean-squares and least-squares types are described. Both incremental and diffusion strategies are considered.
No takes yet. Share an insight, caveat, or question.
Sayed et al. (2007) studied this question.
Synapse has enriched 10 related papers. Consider them for comparative context: