Analysis of a Diffusion LMS Algorithm With Communication Delays for Cyclostationary White Gaussian Inputs
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal and Information Processing over Networks"
DOI: 10.1109/tsipn.2022.3223807
Abstract: Available analyses of the diffusion LMS (DLMS) algorithm assume that the nodes probe the unknown system with zero delay. This assumption is unrealistic, since the unknown system is usually distant from the nodes. The present… read more here.
Keywords: white gaussian; communication delays; analysis; diffusion lms ... See more keywords
Node-Specific Diffusion LMS-Based Distributed Detection Over Adaptive Networks
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2017.2771731
Abstract: Diffusion adaptation techniques have shown great promise in addressing the problem of node-specific distributed estimation where the nodes in the network are interested in different, possibly overlapping, sets of parameters. In this work, node-specific distributed… read more here.
Keywords: diffusion; distributed detection; specific diffusion; node specific ... See more keywords