A distributed algorithm for solving positive definite linear equations over networks with membership dynamics
This paper considers the problem of solving a symmetric positive definite system of linear
equations over a network of agents with arbitrary asynchronous interactions and …
equations over a network of agents with arbitrary asynchronous interactions and …
Efficient distributed online prediction and stochastic optimization with approximate distributed averaging
KI Tsianos, MG Rabbat - IEEE Transactions on Signal and …, 2016 - ieeexplore.ieee.org
We study distributed methods for online prediction and stochastic optimization. Our
approach is iterative: In each round, nodes first perform local computations and then …
approach is iterative: In each round, nodes first perform local computations and then …
Distributed adaptive control of linear multi-agent systems with event-triggered communications
This paper addresses the average consensus problem of multi-agent systems with general
linear dynamics via event-triggered communications. It is shown how the design of both the …
linear dynamics via event-triggered communications. It is shown how the design of both the …
Efficient and robust serial query processing approach for large-scale wireless sensor networks
A Boukerche, A Mostefaoui, M Melkemi - Ad Hoc Networks, 2016 - Elsevier
The goal of query processing in WSN is to get reliable information of interest from sensor
nodes whilst preserving, as much as possible, the network resources, mainly energy. Among …
nodes whilst preserving, as much as possible, the network resources, mainly energy. Among …
On the performance of consensus based versus lagrangian based algorithms for quadratic cost functions
N Bof, R Carli, L Schenato - 2016 European Control …, 2016 - ieeexplore.ieee.org
In this paper we analyze the performance of some popular algorithms used to solve
distributed optimization problems involving quadratic cost functions in a multi agent system …
distributed optimization problems involving quadratic cost functions in a multi agent system …
Uniform -Stability of Distributed Nonlinear Filtering Over DNAs: Gaussian-Finite HMMs
DS Kalogerias, AP Petropulu - IEEE Transactions on Signal …, 2016 - ieeexplore.ieee.org
In this paper, we study stability of distributed filtering of Markov chains with finite state space,
partially observed in conditionally Gaussian noise. We consider a nonlinear filtering scheme …
partially observed in conditionally Gaussian noise. We consider a nonlinear filtering scheme …
Distributed Estimation of Centrality Measures in Complex Networks
W Wang - 2016 - shareok.org
Knowing how important a node or an edge is, within a network, can be very valuable, for
instance, in identifying those who are susceptible to malicious attacks, those who are …
instance, in identifying those who are susceptible to malicious attacks, those who are …