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» On the security of linear consensus networks
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IPSN
2005
Springer
14 years 1 months ago
A scheme for robust distributed sensor fusion based on average consensus
— We consider a network of distributed sensors, where each sensor takes a linear measurement of some unknown parameters, corrupted by independent Gaussian noises. We propose a si...
Lin Xiao, Stephen P. Boyd, Sanjay Lall
TIP
2010
170views more  TIP 2010»
13 years 2 months ago
Tracking and Activity Recognition Through Consensus in Distributed Camera Networks
Camera networks are being deployed for various applications like security and surveillance, disaster response and environmental modeling. However, there is little automated process...
Bi Song, Ahmed T. Kamal, Cristian Soto, Chong Ding...
JMLR
2010
169views more  JMLR 2010»
13 years 2 months ago
Consensus-Based Distributed Support Vector Machines
This paper develops algorithms to train support vector machines when training data are distributed across different nodes, and their communication to a centralized processing unit...
Pedro A. Forero, Alfonso Cano, Georgios B. Giannak...
CORR
2007
Springer
115views Education» more  CORR 2007»
13 years 7 months ago
Random Linear Network Coding: A free cipher?
Abstract— We consider the level of information security provided by random linear network coding in network scenarios in which all nodes comply with the communication protocols y...
Luísa Lima, Muriel Médard, Joã...
AUTOMATICA
2008
106views more  AUTOMATICA 2008»
13 years 7 months ago
Synchronizing linear systems via partial-state coupling
A basic result in synchronization of linear systems via output coupling is presented. For identical discrete-time linear systems that are detectable from their outputs and neutral...
S. Emre Tuna