Adaptive Processing over Distributed Networks(<Special Section>Papers Selected from the 21st Symposium on Signal Processing)
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概要
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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.
- 社団法人電子情報通信学会の論文
- 2007-08-01
著者
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Lopes Cassio
Electrical Engineering Department University Of California
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SAYED Ali
Electrical Engineering Department, University of California
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Sayed Ali
Electrical Engineering Department University Of California