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» Discrete-time dynamic average consensus
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CDC
2010
IEEE
147views Control Systems» more  CDC 2010»
13 years 1 months ago
Asymmetric information diffusion via gossiping on static and dynamic networks
In this paper we consider the problem of gossiping in a network to diffuse the average of a sub-set of nodes, called sources, and directing it to another sub-set of nodes in the ne...
Mehmet Ercan Yildiz, Anna Scaglione, Asuman E. Ozd...
CDC
2010
IEEE
169views Control Systems» more  CDC 2010»
13 years 1 months ago
Consensus-based distributed linear filtering
We address the consensus-based distributed linear filtering problem, where a discrete time, linear stochastic process is observed by a network of sensors. We assume that the consen...
Ion Matei, John S. Baras
CORR
2008
Springer
116views Education» more  CORR 2008»
13 years 5 months ago
Polynomial Filtering for Fast Convergence in Distributed Consensus
Abstract--In the past few years, the problem of distributed consensus has received a lot of attention, particularly in the framework of ad hoc sensor networks. Most methods propose...
Effrosini Kokiopoulou, Pascal Frossard
CDC
2010
IEEE
148views Control Systems» more  CDC 2010»
13 years 1 months ago
Convergence rates of consensus algorithms in stochastic networks
Abstract-- We study the convergence rate of average consensus algorithms in networks with stochastic communication failures. We show how the system dynamics can be modeled by a dis...
Stacy Patterson, Bassam Bamieh
IPSN
2007
Springer
14 years 6 days ago
Distributed consensus and linear functional calculation in networks: an observability perspective
We study the problem of performing sensor fusion and distributed consensus in networks, where the objective is to calculate some linear function of the initial sensor values at so...
Shreyas Sundaram, Christoforos N. Hadjicostis