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conference paper
Adaptive Networks with Noisy Links
2011
IEEE Global Telecommunications Conference - GLOBECOM 2011
In biological systems, animals exhibit organized behavior that arises from localized interactions. The interaction is implemented through information exchange, either directly or indirectly. Adaptive networks, consisting of a collection of nodes with learning abilities that interact with each other to solve distributed inference problems in real-time, are well-suited to model these kinds of behavior. Usually the information exchange between two nodes is imperfect and the data from neighbors are noisy. In this paper, we examine the effect of noisy communication links on network performance and derive an optimal strategy for adjusting the combination weights.
Type
conference paper
Authors
Publication date
2011
Publisher
Published in
IEEE Global Telecommunications Conference - GLOBECOM 2011
Start page
1
End page
5
Peer reviewed
REVIEWED
EPFL units
Event name | Event place | Event date |
Houston, TX, USA | December 5-9, 2011 | |
Available on Infoscience
December 19, 2017
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