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conference paper
Steady-State Performance of Adaptive Diffusion Least-Mean Squares
2007
IEEE/SP 14th Workshop on Statistical Signal Processing
We study the mean-square performance of a diffusion least mean-squares protocol proposed in recent work to address the problem of distributed estimation [1, 2]. By relying on energy conservation arguments [8] we derive closed form expressions for the mean-square deviation (MSD) and the excess mean-square error (EMSE) of the adaptive network. Examples show a good agreement between simulations and theory.
Type
conference paper
Authors
Publication date
2007
Publisher
Published in
IEEE/SP 14th Workshop on Statistical Signal Processing
Start page
136
End page
140
Peer reviewed
REVIEWED
EPFL units
Event name | Event place | Event date |
Madison, WI, USA | August 26-29, 2007 | |
Available on Infoscience
December 19, 2017
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