conference paper
Mean-square analysis of continuous-time distributed estimation strategies
2012
Conference Record of the 46th Asilomar Conference on Signals, Systems and Computers
In this work, we study the mean-square-error performance of a diffusion strategy for continuous-time estimation over networks. We derive differential equations that describe the evolution of the mean and correlation of the weight-error vector, and provide expressions for the steady-state mean-square deviation and excess mean-square error measures. Simulation results illustrate a good match between the theoretical model and the practical results.
Type
conference paper
Author(s)
Nascimento, Vitor H.
Date Issued
2012
Publisher
Published in
Conference Record of the 46th Asilomar Conference on Signals, Systems and Computers
Start page
1503
End page
1507
Editorial or Peer reviewed
REVIEWED
Written at
OTHER
EPFL units
| Event name | Event place | Event date |
Pacific Grove, CA, USA | November 4-7, 2012 | |
Available on Infoscience
December 19, 2017
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