753 citations · 5.3k across the 110 of their papers we have counts for
Showing 2012 · cs.ITShow all
3 papers · 2 filters
cs.IT2012★ 150 cited
Performance Limits for Distributed Estimation Over LMS Adaptive Networks
Xiaochuan Zhao, Ali H. Sayed
In this work we analyze the mean-square performance of different strategies for distributed estimation over least-mean-squares (LMS) adaptive networks. The results highlight some u…
cs.IT2012★ 476 cited
Diffusion Strategies Outperform Consensus Strategies for Distributed Estimation over Adaptive Networks
Sheng-Yuan Tu, Ali H. Sayed
Adaptive networks consist of a collection of nodes with adaptation and learning abilities. The nodes interact with each other on a local level and diffuse information across the ne…
cs.IT2012★ 41 cited
On the Influence of Informed Agents on Learning and Adaptation over Networks
Sheng-Yuan Tu, Ali H. Sayed
Adaptive networks consist of a collection of agents with adaptation and learning abilities. The agents interact with each other on a local level and diffuse information across the…