476 citations · 532 across the 3 of their papers we have counts for
5 papers
Distributed Decision-Making over Adaptive Networks
Sheng-Yuan Tu, Ali H. Sayed
In distributed processing, agents generally collect data generated by the same underlying unknown model (represented by a vector of parameters) and then solve an estimation or infe…
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…
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…
Diffusion Adaptation over Networks under Imperfect Information Exchange and Non-stationary Data
Xiaochuan Zhao, Sheng-Yuan Tu, Ali H. Sayed
Adaptive networks rely on in-network and collaborative processing among distributed agents to deliver enhanced performance in estimation and inference tasks. Information is exchang…
General Spectrum Sensing in Cognitive Radio Networks
Sheng-Yuan Tu, Kwang-Cheng Chen
The successful operation of cognitive radio (CR) between CR transmitter and CR receiver (CR link) relies on reliable spectrum sensing. To network CRs requires spectrum sensing at C…