Study of Robust Diffusion Recursive Least Squares Algorithms with Side Information for Networked Agents

This work develops a robust diffusion recursive least squares algorithm to mitigate the performance degradation often experienced in networks of agents in the presence of impulsive noise. This algorithm minimizes an exponentially weighted least-squares cost function subject to a time-dependent const...

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Bibliographic Details

Published in:	arXiv.org
Main Authors:	Y Yu, de Lamare, R C, Zakharov, Y
Format:	Paper
Language:	English
Published:	Ithaca Cornell University Library, arXiv.org 24.12.2018
Subjects:	Algorithms Computer simulation Diffusion Least squares Parameter estimation Performance degradation Time dependence
ISSN:	2331-8422
Online Access:	Get full text
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