Multi-hop diffusion LMS for energy-constrained distributed estimation

We propose a multi-hop diffusion strategy for a sensor network to perform distributed least mean-squares (LMS) estimation under local and network-wide energy constraints. At each iteration of the strategy, each node can combine intermediate parameter estimates from nodes other than its physical...

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Bibliographic Details
Main Authors: Hu, Wuhua, Tay, Wee Peng
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2016
Subjects:
Online Access:https://hdl.handle.net/10356/81325
http://hdl.handle.net/10220/39535
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Institution: Nanyang Technological University
Language: English