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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Vydané v:	arXiv.org
Hlavní autori:	Y Yu, de Lamare, R C, Zakharov, Y
Médium:	Paper
Jazyk:	English
Vydavateľské údaje:	Ithaca Cornell University Library, arXiv.org 24.12.2018
Predmet:	Algorithms Computer simulation Diffusion Least squares Parameter estimation Performance degradation Time dependence
ISSN:	2331-8422
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