Diffusion LMS Based on Message Passing Algorithm

Diffusion least-mean-square (LMS) is an adaptive algorithm that estimates an unknown global vector from its linear measurements obtained at all nodes in a distributed manner when each node in the network needs to track the unknown vector in real-time. The algorithm uses the conventional average cons...

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Bibliographic Details
Main Authors: Ayano Nakai-Kasai, Kazunori Hayashi
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8684190/