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CORR
2007
Springer
117views Education» more  CORR 2007»
9 years 9 months ago
Sensor Networks with Random Links: Topology Design for Distributed Consensus
—In a sensor network, in practice, the communication among sensors is subject to: 1) errors that can cause failures of links among sensors at random times; 2) costs; and 3) const...
Soummya Kar, José M. F. Moura
CDC
2010
IEEE
226views Control Systems» more  CDC 2010»
9 years 4 months ago
Fast primal-dual projected linear iterations for distributed consensus in constrained convex optimization
In this paper we study the constrained consensus problem, i.e. the problem of reaching a common point from the estimates generated by multiple agents that are constrained to lie in...
Ion Necoara, Ioan Dumitrache, Johan A. K. Suykens
CDC
2015
IEEE
211views Control Systems» more  CDC 2015»
4 years 5 months ago
Graph balancing for distributed subgradient methods over directed graphs
—We consider a multi agent optimization problem where a set of agents collectively solves a global optimization problem with the objective function given by the sum of locally kn...
Ali Makhdoumi, Asuman E. Ozdaglar
SPAA
2009
ACM
10 years 10 months ago
Brief announcement: parameterized maximum and average degree approximation in topic-based publish-subscribe overlay network desi
Designing an overlay network for publish/subscribe communication in a system where nodes may subscribe to many different topics of interest is of fundamental importance. For scala...
Melih Onus, Andréa W. Richa
CORR
2008
Springer
116views Education» more  CORR 2008»
9 years 9 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
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