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Diffusion Adaptation Over Networks Under Imperfect Information Exchange and Non-Stationary Data

Diffusion Adaptation Over Networks Under Imperfect Information Exchange and Non-Stationary Data

Adaptive networks rely on in-network and collaborative processing among distributed agents to deliver enhanced performance in estimation and inference tasks. Information is exchanged among the nodes, usually over noisy links. The combination weights that are used by the nodes to fuse information from their neighbors play a critical role in …